From 92f21c76dfc506693dee7693b2f2e7b8f007df8e Mon Sep 17 00:00:00 2001 From: "localizeflow[bot]" Date: Fri, 30 Jan 2026 02:12:13 +0000 Subject: [PATCH] chore(i18n): sync translations with latest source changes (chunk 1/1, 213 changes) --- translations/id/.co-op-translator.json | 422 ++++++++++++++++++ .../01-defining-data-science/README.md | 9 - .../01-defining-data-science/assignment.md | 9 - .../solution/assignment.md | 9 - .../id/1-Introduction/02-ethics/README.md | 9 - .../id/1-Introduction/02-ethics/assignment.md | 9 - .../1-Introduction/03-defining-data/README.md | 9 - .../03-defining-data/assignment.md | 9 - .../04-stats-and-probability/README.md | 11 +- .../04-stats-and-probability/assignment.md | 9 - translations/id/1-Introduction/README.md | 9 - .../05-relational-databases/README.md | 9 - .../05-relational-databases/assignment.md | 9 - .../06-non-relational/README.md | 9 - .../06-non-relational/assignment.md | 9 - .../2-Working-With-Data/07-python/README.md | 9 - .../07-python/assignment.md | 9 - .../08-data-preparation/README.md | 9 - .../08-data-preparation/assignment.md | 9 - translations/id/2-Working-With-Data/README.md | 9 - .../09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../11-visualization-proportions/README.md | 9 - .../assignment.md | 9 - .../12-visualization-relationships/README.md | 9 - .../assignment.md | 9 - .../13-meaningful-visualizations/README.md | 9 - .../assignment.md | 9 - .../solution/README.md | 9 - .../starter/README.md | 9 - .../R/09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../R/11-visualization-proportions/README.md | 9 - .../12-visualization-relationships/README.md | 9 - .../R/13-meaningful-vizualizations/README.md | 9 - .../id/3-Data-Visualization/README.md | 9 - .../14-Introduction/README.md | 9 - .../14-Introduction/assignment.md | 9 - .../15-analyzing/README.md | 9 - .../15-analyzing/assignment.md | 9 - .../16-communication/README.md | 9 - .../16-communication/assignment.md | 9 - .../id/4-Data-Science-Lifecycle/README.md | 9 - .../17-Introduction/README.md | 9 - .../17-Introduction/assignment.md | 9 - .../18-Low-Code/README.md | 9 - .../18-Low-Code/assignment.md | 9 - .../19-Azure/README.md | 9 - .../19-Azure/assignment.md | 9 - .../id/5-Data-Science-In-Cloud/README.md | 9 - .../20-Real-World-Examples/README.md | 9 - .../20-Real-World-Examples/assignment.md | 9 - .../id/6-Data-Science-In-Wild/README.md | 9 - translations/id/AGENTS.md | 9 - translations/id/CODE_OF_CONDUCT.md | 9 - translations/id/CONTRIBUTING.md | 9 - translations/id/INSTALLATION.md | 9 - translations/id/README.md | 163 ++++--- translations/id/SECURITY.md | 9 - translations/id/SUPPORT.md | 9 - translations/id/TROUBLESHOOTING.md | 9 - translations/id/USAGE.md | 9 - translations/id/docs/_sidebar.md | 9 - translations/id/examples/README.md | 9 - translations/id/for-teachers.md | 9 - translations/id/quiz-app/README.md | 9 - translations/id/sketchnotes/README.md | 9 - translations/ms/.co-op-translator.json | 422 ++++++++++++++++++ .../01-defining-data-science/README.md | 9 - .../01-defining-data-science/assignment.md | 9 - .../solution/assignment.md | 9 - .../ms/1-Introduction/02-ethics/README.md | 9 - .../ms/1-Introduction/02-ethics/assignment.md | 9 - .../1-Introduction/03-defining-data/README.md | 9 - .../03-defining-data/assignment.md | 9 - .../04-stats-and-probability/README.md | 11 +- .../04-stats-and-probability/assignment.md | 9 - translations/ms/1-Introduction/README.md | 9 - .../05-relational-databases/README.md | 9 - .../05-relational-databases/assignment.md | 9 - .../06-non-relational/README.md | 9 - .../06-non-relational/assignment.md | 9 - .../2-Working-With-Data/07-python/README.md | 9 - .../07-python/assignment.md | 9 - .../08-data-preparation/README.md | 9 - .../08-data-preparation/assignment.md | 9 - translations/ms/2-Working-With-Data/README.md | 9 - .../09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../11-visualization-proportions/README.md | 9 - .../assignment.md | 9 - .../12-visualization-relationships/README.md | 9 - .../assignment.md | 9 - .../13-meaningful-visualizations/README.md | 9 - .../assignment.md | 9 - .../solution/README.md | 9 - .../starter/README.md | 9 - .../R/09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../R/11-visualization-proportions/README.md | 9 - .../12-visualization-relationships/README.md | 9 - .../R/13-meaningful-vizualizations/README.md | 9 - .../ms/3-Data-Visualization/README.md | 9 - .../14-Introduction/README.md | 9 - .../14-Introduction/assignment.md | 9 - .../15-analyzing/README.md | 9 - .../15-analyzing/assignment.md | 9 - .../16-communication/README.md | 9 - .../16-communication/assignment.md | 9 - .../ms/4-Data-Science-Lifecycle/README.md | 9 - .../17-Introduction/README.md | 9 - .../17-Introduction/assignment.md | 9 - .../18-Low-Code/README.md | 9 - .../18-Low-Code/assignment.md | 9 - .../19-Azure/README.md | 9 - .../19-Azure/assignment.md | 9 - .../ms/5-Data-Science-In-Cloud/README.md | 9 - .../20-Real-World-Examples/README.md | 9 - .../20-Real-World-Examples/assignment.md | 9 - .../ms/6-Data-Science-In-Wild/README.md | 9 - translations/ms/AGENTS.md | 9 - translations/ms/CODE_OF_CONDUCT.md | 9 - translations/ms/CONTRIBUTING.md | 9 - translations/ms/INSTALLATION.md | 9 - translations/ms/README.md | 213 +++++---- translations/ms/SECURITY.md | 9 - translations/ms/SUPPORT.md | 9 - translations/ms/TROUBLESHOOTING.md | 9 - translations/ms/USAGE.md | 9 - translations/ms/docs/_sidebar.md | 9 - translations/ms/examples/README.md | 9 - translations/ms/for-teachers.md | 9 - translations/ms/quiz-app/README.md | 9 - translations/ms/sketchnotes/README.md | 9 - translations/tl/.co-op-translator.json | 422 ++++++++++++++++++ .../01-defining-data-science/README.md | 9 - .../01-defining-data-science/assignment.md | 9 - .../solution/assignment.md | 9 - .../tl/1-Introduction/02-ethics/README.md | 9 - .../tl/1-Introduction/02-ethics/assignment.md | 9 - .../1-Introduction/03-defining-data/README.md | 9 - .../03-defining-data/assignment.md | 9 - .../04-stats-and-probability/README.md | 11 +- .../04-stats-and-probability/assignment.md | 9 - translations/tl/1-Introduction/README.md | 9 - .../05-relational-databases/README.md | 9 - .../05-relational-databases/assignment.md | 9 - .../06-non-relational/README.md | 9 - .../06-non-relational/assignment.md | 9 - .../2-Working-With-Data/07-python/README.md | 9 - .../07-python/assignment.md | 9 - .../08-data-preparation/README.md | 9 - .../08-data-preparation/assignment.md | 9 - translations/tl/2-Working-With-Data/README.md | 9 - .../09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../11-visualization-proportions/README.md | 9 - .../assignment.md | 9 - .../12-visualization-relationships/README.md | 9 - .../assignment.md | 9 - .../13-meaningful-visualizations/README.md | 9 - .../assignment.md | 9 - .../solution/README.md | 9 - .../starter/README.md | 9 - .../R/09-visualization-quantities/README.md | 9 - .../09-visualization-quantities/assignment.md | 9 - .../10-visualization-distributions/README.md | 9 - .../assignment.md | 9 - .../R/11-visualization-proportions/README.md | 9 - .../12-visualization-relationships/README.md | 9 - .../R/13-meaningful-vizualizations/README.md | 9 - .../tl/3-Data-Visualization/README.md | 9 - .../14-Introduction/README.md | 9 - .../14-Introduction/assignment.md | 9 - .../15-analyzing/README.md | 9 - .../15-analyzing/assignment.md | 9 - .../16-communication/README.md | 9 - .../16-communication/assignment.md | 9 - .../tl/4-Data-Science-Lifecycle/README.md | 9 - .../17-Introduction/README.md | 9 - .../17-Introduction/assignment.md | 9 - .../18-Low-Code/README.md | 9 - .../18-Low-Code/assignment.md | 9 - .../19-Azure/README.md | 9 - .../19-Azure/assignment.md | 9 - .../tl/5-Data-Science-In-Cloud/README.md | 9 - .../20-Real-World-Examples/README.md | 9 - .../20-Real-World-Examples/assignment.md | 9 - .../tl/6-Data-Science-In-Wild/README.md | 9 - translations/tl/AGENTS.md | 9 - translations/tl/CODE_OF_CONDUCT.md | 9 - translations/tl/CONTRIBUTING.md | 9 - translations/tl/INSTALLATION.md | 9 - translations/tl/README.md | 229 +++++----- translations/tl/SECURITY.md | 9 - translations/tl/SUPPORT.md | 9 - translations/tl/TROUBLESHOOTING.md | 9 - translations/tl/USAGE.md | 9 - translations/tl/docs/_sidebar.md | 9 - translations/tl/examples/README.md | 9 - translations/tl/for-teachers.md | 9 - translations/tl/quiz-app/README.md | 9 - translations/tl/sketchnotes/README.md | 9 - 213 files changed, 1558 insertions(+), 2182 deletions(-) create mode 100644 translations/id/.co-op-translator.json create mode 100644 translations/ms/.co-op-translator.json create mode 100644 translations/tl/.co-op-translator.json diff --git a/translations/id/.co-op-translator.json b/translations/id/.co-op-translator.json new file mode 100644 index 00000000..74e9bb85 --- /dev/null +++ b/translations/id/.co-op-translator.json @@ -0,0 +1,422 @@ +{ + "1-Introduction/01-defining-data-science/README.md": { + "original_hash": "43212cc1ac137b7bb1dcfb37ca06b0f4", + "translation_date": "2025-10-25T19:00:32+00:00", + "source_file": "1-Introduction/01-defining-data-science/README.md", + "language_code": "id" + }, + "1-Introduction/01-defining-data-science/assignment.md": { + "original_hash": "4e0f1773b9bee1be3b28f9fe2c71b3de", + "translation_date": "2025-08-28T18:57:41+00:00", + "source_file": "1-Introduction/01-defining-data-science/assignment.md", + "language_code": "id" + }, + "1-Introduction/01-defining-data-science/solution/assignment.md": { + "original_hash": "a8f79b9c0484c35b4f26e8aec7fc4d56", + "translation_date": "2025-08-28T18:58:13+00:00", + "source_file": "1-Introduction/01-defining-data-science/solution/assignment.md", + "language_code": "id" + }, + "1-Introduction/02-ethics/README.md": { + "original_hash": "58860ce9a4b8a564003d2752f7c72851", + "translation_date": "2025-10-03T16:46:09+00:00", + "source_file": "1-Introduction/02-ethics/README.md", + "language_code": "id" + }, + "1-Introduction/02-ethics/assignment.md": { + "original_hash": "b588c0fc73014f52520c666efc3e0cc3", + "translation_date": "2025-08-28T19:05:47+00:00", + "source_file": "1-Introduction/02-ethics/assignment.md", + "language_code": "id" + }, + "1-Introduction/03-defining-data/README.md": { + "original_hash": "12339119c0165da569a93ddba05f9339", + "translation_date": "2025-09-05T23:59:07+00:00", + "source_file": "1-Introduction/03-defining-data/README.md", + "language_code": "id" + }, + "1-Introduction/03-defining-data/assignment.md": { + "original_hash": "2e5cacb967c1e9dfd07809bfc441a0b4", + "translation_date": "2025-08-28T19:00:37+00:00", + "source_file": "1-Introduction/03-defining-data/assignment.md", + "language_code": "id" + }, + "1-Introduction/04-stats-and-probability/README.md": { + "original_hash": "ce95884566a74db72572cd51f0cb25ad", + "translation_date": "2025-09-06T13:52:13+00:00", + "source_file": "1-Introduction/04-stats-and-probability/README.md", + "language_code": "id" + }, + "1-Introduction/04-stats-and-probability/assignment.md": { + "original_hash": "01d1b493e8b51a6ebb42524f6b1bcfff", + "translation_date": "2025-08-28T18:54:06+00:00", + "source_file": "1-Introduction/04-stats-and-probability/assignment.md", + "language_code": "id" + }, + "1-Introduction/README.md": { + "original_hash": "696a8474a01054281704cbfb09148949", + "translation_date": "2025-08-28T18:49:46+00:00", + "source_file": "1-Introduction/README.md", + "language_code": "id" + }, + "2-Working-With-Data/05-relational-databases/README.md": { + "original_hash": "11739c7b40e7c6b16ad29e3df4e65862", + "translation_date": "2025-12-19T11:48:51+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/README.md", + "language_code": "id" + }, + "2-Working-With-Data/05-relational-databases/assignment.md": { + "original_hash": "25b37acdfb2452917c1aa2e2ca44317a", + "translation_date": "2025-10-24T09:57:00+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/assignment.md", + "language_code": "id" + }, + "2-Working-With-Data/06-non-relational/README.md": { + "original_hash": "c182e87f9f80be7e7cdffc7b40bbfccf", + "translation_date": "2025-09-05T23:49:25+00:00", + "source_file": "2-Working-With-Data/06-non-relational/README.md", + "language_code": "id" + }, + "2-Working-With-Data/06-non-relational/assignment.md": { + "original_hash": "f824bfdb8b12d33293913f76f5c787c5", + "translation_date": "2025-08-28T18:07:28+00:00", + "source_file": "2-Working-With-Data/06-non-relational/assignment.md", + "language_code": "id" + }, + "2-Working-With-Data/07-python/README.md": { + "original_hash": "7bfec050f4717dcc2dfd028aca9d21f3", + "translation_date": "2025-09-06T15:52:03+00:00", + "source_file": "2-Working-With-Data/07-python/README.md", + "language_code": "id" + }, + "2-Working-With-Data/07-python/assignment.md": { + "original_hash": "dc8f035ce92e4eaa078ab19caa68267a", + "translation_date": "2025-08-28T18:11:50+00:00", + "source_file": "2-Working-With-Data/07-python/assignment.md", + "language_code": "id" + }, + "2-Working-With-Data/08-data-preparation/README.md": { + "original_hash": "1b560955ff39a2bcf2a049fce474a951", + "translation_date": "2025-09-05T23:51:25+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/README.md", + "language_code": "id" + }, + "2-Working-With-Data/08-data-preparation/assignment.md": { + "original_hash": "f9d5a7275e046223fa6474477674b810", + "translation_date": "2025-08-28T18:18:17+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/assignment.md", + "language_code": "id" + }, + "2-Working-With-Data/README.md": { + "original_hash": "abc3309ab41bc5a7846f70ee1a055838", + "translation_date": "2025-08-28T18:05:14+00:00", + "source_file": "2-Working-With-Data/README.md", + "language_code": "id" + }, + "3-Data-Visualization/09-visualization-quantities/README.md": { + "original_hash": "a49d78e32e280c410f04e5f2a2068e77", + "translation_date": "2025-09-05T23:54:11+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/README.md", + "language_code": "id" + }, + "3-Data-Visualization/09-visualization-quantities/assignment.md": { + "original_hash": "ad163c4fda72c8278280b61cad317ff4", + "translation_date": "2025-08-28T18:42:49+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/10-visualization-distributions/README.md": { + "original_hash": "80a20467e046d312809d008395051fc7", + "translation_date": "2025-09-05T23:55:46+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/README.md", + "language_code": "id" + }, + "3-Data-Visualization/10-visualization-distributions/assignment.md": { + "original_hash": "40eeb9b9f94009c537c7811f9f27f037", + "translation_date": "2025-08-28T18:49:23+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/11-visualization-proportions/README.md": { + "original_hash": "42119bcc97bee88254e381156d770f3c", + "translation_date": "2025-09-05T23:53:45+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/README.md", + "language_code": "id" + }, + "3-Data-Visualization/11-visualization-proportions/assignment.md": { + "original_hash": "1e00fe6a244c2f8f9a794c862661dd4f", + "translation_date": "2025-08-28T18:40:52+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/12-visualization-relationships/README.md": { + "original_hash": "0764fd4077f3f04a1d968ec371227744", + "translation_date": "2025-09-06T11:43:00+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/README.md", + "language_code": "id" + }, + "3-Data-Visualization/12-visualization-relationships/assignment.md": { + "original_hash": "680419753c086eef51be86607c623945", + "translation_date": "2025-08-28T18:47:32+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/13-meaningful-visualizations/README.md": { + "original_hash": "cfb068050337a36e348debaa502a24fa", + "translation_date": "2025-09-05T23:54:40+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/README.md", + "language_code": "id" + }, + "3-Data-Visualization/13-meaningful-visualizations/assignment.md": { + "original_hash": "e56df4c0f49357e30ac8fc77aa439dd4", + "translation_date": "2025-08-28T18:44:56+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/13-meaningful-visualizations/solution/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T18:45:16+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/solution/README.md", + "language_code": "id" + }, + "3-Data-Visualization/13-meaningful-visualizations/starter/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T18:45:34+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/starter/README.md", + "language_code": "id" + }, + "3-Data-Visualization/R/09-visualization-quantities/README.md": { + "original_hash": "22acf28f518a4769ea14fa42f4734b9f", + "translation_date": "2025-08-28T18:31:26+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/README.md", + "language_code": "id" + }, + "3-Data-Visualization/R/09-visualization-quantities/assignment.md": { + "original_hash": "0ea21b6513df5ade7419c6b7d65f10b1", + "translation_date": "2025-08-28T18:32:51+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/R/10-visualization-distributions/README.md": { + "original_hash": "ea67c0c40808fd723594de6896c37ccf", + "translation_date": "2025-08-28T18:35:48+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/README.md", + "language_code": "id" + }, + "3-Data-Visualization/R/10-visualization-distributions/assignment.md": { + "original_hash": "a233d542512136c4dd29aad38ca0175f", + "translation_date": "2025-08-28T18:36:49+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/assignment.md", + "language_code": "id" + }, + "3-Data-Visualization/R/11-visualization-proportions/README.md": { + "original_hash": "47028abaaafa2bcb1079702d20569066", + "translation_date": "2025-08-28T18:29:40+00:00", + "source_file": "3-Data-Visualization/R/11-visualization-proportions/README.md", + "language_code": "id" + }, + "3-Data-Visualization/R/12-visualization-relationships/README.md": { + "original_hash": "a33c5d4b4156a2b41788d8720b6f724c", + "translation_date": "2025-08-28T18:33:40+00:00", + "source_file": "3-Data-Visualization/R/12-visualization-relationships/README.md", + "language_code": "id" + }, + "3-Data-Visualization/R/13-meaningful-vizualizations/README.md": { + "original_hash": "b4039f1c76548d144a0aee0bf28304ec", + "translation_date": "2025-08-28T18:37:47+00:00", + "source_file": "3-Data-Visualization/R/13-meaningful-vizualizations/README.md", + "language_code": "id" + }, + "3-Data-Visualization/README.md": { + "original_hash": "1441550a0d789796b2821e04f7f4cc94", + "translation_date": "2025-08-28T18:28:43+00:00", + "source_file": "3-Data-Visualization/README.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/14-Introduction/README.md": { + "original_hash": "07e12a25d20b8f191e3cb651c27fdb2b", + "translation_date": "2025-09-06T21:20:44+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/README.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/14-Introduction/assignment.md": { + "original_hash": "564445c39ad29a491abcb9356fc4d47d", + "translation_date": "2025-08-28T18:24:09+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/assignment.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/15-analyzing/README.md": { + "original_hash": "661dad02c3ac239644d34c1eb51e76f8", + "translation_date": "2025-09-06T21:20:06+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/README.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/15-analyzing/assignment.md": { + "original_hash": "fcc7547171f4530f159676dd73ed772e", + "translation_date": "2025-08-28T18:20:32+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/assignment.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/16-communication/README.md": { + "original_hash": "215a3254ba5a222a57c5bb0192cea8e3", + "translation_date": "2025-09-06T21:21:09+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/README.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/16-communication/assignment.md": { + "original_hash": "8980d7efd101c82d6d6ffc3458214120", + "translation_date": "2025-08-28T18:28:14+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/assignment.md", + "language_code": "id" + }, + "4-Data-Science-Lifecycle/README.md": { + "original_hash": "dd173fd30fc039a7a299898920680723", + "translation_date": "2025-08-28T18:19:11+00:00", + "source_file": "4-Data-Science-Lifecycle/README.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/17-Introduction/README.md": { + "original_hash": "5f8e7cdefa096664ae86f795be571580", + "translation_date": "2025-09-05T23:48:15+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/README.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/17-Introduction/assignment.md": { + "original_hash": "96f3696153d9ed54b19a1bb65438c104", + "translation_date": "2025-08-28T18:00:57+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/assignment.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/18-Low-Code/README.md": { + "original_hash": "bd4da10766c64fce4294a98f6479dfb0", + "translation_date": "2025-09-05T23:47:15+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/README.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/18-Low-Code/assignment.md": { + "original_hash": "8fdc4a5fd9bc27a8d2ebef995dfbf73f", + "translation_date": "2025-08-28T17:58:51+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/assignment.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/19-Azure/README.md": { + "original_hash": "472d3fab1c5be50f387336e7a686dbe1", + "translation_date": "2025-09-05T23:48:41+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/README.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/19-Azure/assignment.md": { + "original_hash": "386efdbc19786951341f6956247ee990", + "translation_date": "2025-08-28T18:04:43+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/assignment.md", + "language_code": "id" + }, + "5-Data-Science-In-Cloud/README.md": { + "original_hash": "8dfe141a0f46f7d253e07f74913c7f44", + "translation_date": "2025-08-28T17:54:02+00:00", + "source_file": "5-Data-Science-In-Cloud/README.md", + "language_code": "id" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/README.md": { + "original_hash": "0f67a4139454816631526779a456b734", + "translation_date": "2025-09-06T18:37:37+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/README.md", + "language_code": "id" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md": { + "original_hash": "d1e05715f9d97de6c4f1fb0c5a4702c0", + "translation_date": "2025-08-28T19:10:04+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md", + "language_code": "id" + }, + "6-Data-Science-In-Wild/README.md": { + "original_hash": "07faf02ff163e609edf0b0308dc5d4e6", + "translation_date": "2025-08-28T19:07:05+00:00", + "source_file": "6-Data-Science-In-Wild/README.md", + "language_code": "id" + }, + "AGENTS.md": { + "original_hash": "cc2e18ab65df63e75d3619c4752e9b22", + "translation_date": "2025-10-03T11:30:52+00:00", + "source_file": "AGENTS.md", + "language_code": "id" + }, + "CODE_OF_CONDUCT.md": { + "original_hash": "c06b12caf3c901eb3156e3dd5b0aea56", + "translation_date": "2025-08-28T17:53:37+00:00", + "source_file": "CODE_OF_CONDUCT.md", + "language_code": "id" + }, + "CONTRIBUTING.md": { + "original_hash": "10f86fb29b5407088445ac803b3d0ed1", + "translation_date": "2025-10-03T14:19:44+00:00", + "source_file": "CONTRIBUTING.md", + "language_code": "id" + }, + "INSTALLATION.md": { + "original_hash": "a64d8afa22ffcc2016bb239188d6acb1", + "translation_date": "2025-10-03T15:23:10+00:00", + "source_file": "INSTALLATION.md", + "language_code": "id" + }, + "README.md": { + "original_hash": "8ec92ecfeb14923af733851239552146", + "translation_date": "2026-01-30T02:08:52+00:00", + "source_file": "README.md", + "language_code": "id" + }, + "SECURITY.md": { + "original_hash": "0d575483100c332b2dbaefef915bb3c4", + "translation_date": "2025-08-28T17:52:24+00:00", + "source_file": "SECURITY.md", + "language_code": "id" + }, + "SUPPORT.md": { + "original_hash": "872be8bc1b93ef1dd9ac3d6e8f99f6ab", + "translation_date": "2025-08-28T17:51:28+00:00", + "source_file": "SUPPORT.md", + "language_code": "id" + }, + "TROUBLESHOOTING.md": { + "original_hash": "93a6a8a8a209128cbfedcbc076ee21b0", + "translation_date": "2025-10-03T15:43:50+00:00", + "source_file": "TROUBLESHOOTING.md", + "language_code": "id" + }, + "USAGE.md": { + "original_hash": "f546349678757508d69ce9e1d2688446", + "translation_date": "2025-10-03T15:06:44+00:00", + "source_file": "USAGE.md", + "language_code": "id" + }, + "docs/_sidebar.md": { + "original_hash": "3767555b3cc28a2865c79202f4374204", + "translation_date": "2025-08-28T18:18:42+00:00", + "source_file": "docs/_sidebar.md", + "language_code": "id" + }, + "examples/README.md": { + "original_hash": "9bef7fd96c8f262339933117d9b3e342", + "translation_date": "2025-10-03T13:05:08+00:00", + "source_file": "examples/README.md", + "language_code": "id" + }, + "for-teachers.md": { + "original_hash": "f7440be10c17a8a9262713af3d2818a9", + "translation_date": "2025-09-06T19:59:18+00:00", + "source_file": "for-teachers.md", + "language_code": "id" + }, + "quiz-app/README.md": { + "original_hash": "e92c33ea498915a13c9aec162616db18", + "translation_date": "2025-08-28T19:06:29+00:00", + "source_file": "quiz-app/README.md", + "language_code": "id" + }, + "sketchnotes/README.md": { + "original_hash": "3a848466cb63aff1a93411affb152c2a", + "translation_date": "2025-08-28T19:10:35+00:00", + "source_file": "sketchnotes/README.md", + "language_code": "id" + } +} \ No newline at end of file diff --git a/translations/id/1-Introduction/01-defining-data-science/README.md b/translations/id/1-Introduction/01-defining-data-science/README.md index b0879d99..ef056d1d 100644 --- a/translations/id/1-Introduction/01-defining-data-science/README.md +++ b/translations/id/1-Introduction/01-defining-data-science/README.md @@ -1,12 +1,3 @@ - # Mendefinisikan Ilmu Data | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/01-Definitions.png) | diff --git a/translations/id/1-Introduction/01-defining-data-science/assignment.md b/translations/id/1-Introduction/01-defining-data-science/assignment.md index 9bf65dbd..21d27c88 100644 --- a/translations/id/1-Introduction/01-defining-data-science/assignment.md +++ b/translations/id/1-Introduction/01-defining-data-science/assignment.md @@ -1,12 +1,3 @@ - # Tugas: Skenario Data Science Dalam tugas pertama ini, kami meminta Anda untuk memikirkan beberapa proses atau masalah kehidupan nyata di berbagai domain masalah, dan bagaimana Anda dapat meningkatkannya menggunakan proses Data Science. Pertimbangkan hal-hal berikut: diff --git a/translations/id/1-Introduction/01-defining-data-science/solution/assignment.md b/translations/id/1-Introduction/01-defining-data-science/solution/assignment.md index c20a7c9b..79ffdb22 100644 --- a/translations/id/1-Introduction/01-defining-data-science/solution/assignment.md +++ b/translations/id/1-Introduction/01-defining-data-science/solution/assignment.md @@ -1,12 +1,3 @@ - # Tugas: Skenario Data Science Dalam tugas pertama ini, kami meminta Anda untuk memikirkan beberapa proses atau masalah kehidupan nyata di berbagai domain masalah, dan bagaimana Anda dapat meningkatkannya menggunakan proses Data Science. Pikirkan hal-hal berikut: diff --git a/translations/id/1-Introduction/02-ethics/README.md b/translations/id/1-Introduction/02-ethics/README.md index 451ae7dd..9fe4786a 100644 --- a/translations/id/1-Introduction/02-ethics/README.md +++ b/translations/id/1-Introduction/02-ethics/README.md @@ -1,12 +1,3 @@ - # Pengantar Etika Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/02-Ethics.png)| diff --git a/translations/id/1-Introduction/02-ethics/assignment.md b/translations/id/1-Introduction/02-ethics/assignment.md index 98ea7489..8c2a4f8e 100644 --- a/translations/id/1-Introduction/02-ethics/assignment.md +++ b/translations/id/1-Introduction/02-ethics/assignment.md @@ -1,12 +1,3 @@ - ## Menulis Studi Kasus Etika Data ## Instruksi diff --git a/translations/id/1-Introduction/03-defining-data/README.md b/translations/id/1-Introduction/03-defining-data/README.md index dcbe751a..8bf23652 100644 --- a/translations/id/1-Introduction/03-defining-data/README.md +++ b/translations/id/1-Introduction/03-defining-data/README.md @@ -1,12 +1,3 @@ - # Mendefinisikan Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/03-DefiningData.png)| diff --git a/translations/id/1-Introduction/03-defining-data/assignment.md b/translations/id/1-Introduction/03-defining-data/assignment.md index 1b9aad6b..5d98afd4 100644 --- a/translations/id/1-Introduction/03-defining-data/assignment.md +++ b/translations/id/1-Introduction/03-defining-data/assignment.md @@ -1,12 +1,3 @@ - # Mengklasifikasikan Dataset ## Instruksi diff --git a/translations/id/1-Introduction/04-stats-and-probability/README.md b/translations/id/1-Introduction/04-stats-and-probability/README.md index c3777b76..98c53678 100644 --- a/translations/id/1-Introduction/04-stats-and-probability/README.md +++ b/translations/id/1-Introduction/04-stats-and-probability/README.md @@ -1,12 +1,3 @@ - # Pengantar Singkat tentang Statistik dan Probabilitas |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/04-Statistics-Probability.png)| @@ -64,7 +55,7 @@ Untuk membantu kita memahami distribusi data, berguna untuk berbicara tentang ** Secara grafis, kita dapat menggambarkan hubungan antara median dan kuartil dalam diagram yang disebut **box plot**: -Penjelasan Box Plot +Penjelasan Box Plot Di sini kita juga menghitung **rentang antar-kuartil** IQR=Q3-Q1, dan yang disebut **outlier** - nilai-nilai yang berada di luar batas [Q1-1.5*IQR,Q3+1.5*IQR]. diff --git a/translations/id/1-Introduction/04-stats-and-probability/assignment.md b/translations/id/1-Introduction/04-stats-and-probability/assignment.md index d568a615..156ec457 100644 --- a/translations/id/1-Introduction/04-stats-and-probability/assignment.md +++ b/translations/id/1-Introduction/04-stats-and-probability/assignment.md @@ -1,12 +1,3 @@ - # Studi Kecil tentang Diabetes Dalam tugas ini, kita akan bekerja dengan dataset kecil pasien diabetes yang diambil dari [sini](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html). diff --git a/translations/id/1-Introduction/README.md b/translations/id/1-Introduction/README.md index 186b361b..4a4d1442 100644 --- a/translations/id/1-Introduction/README.md +++ b/translations/id/1-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengantar Ilmu Data ![data in action](../../../translated_images/id/data.48e22bb7617d8d92188afbc4c48effb920ba79f5cebdc0652cd9f34bbbd90c18.jpg) diff --git a/translations/id/2-Working-With-Data/05-relational-databases/README.md b/translations/id/2-Working-With-Data/05-relational-databases/README.md index e666ece7..7fc29c41 100644 --- a/translations/id/2-Working-With-Data/05-relational-databases/README.md +++ b/translations/id/2-Working-With-Data/05-relational-databases/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Basis Data Relasional |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/05-RelationalData.png)| diff --git a/translations/id/2-Working-With-Data/05-relational-databases/assignment.md b/translations/id/2-Working-With-Data/05-relational-databases/assignment.md index 10b9005e..9c76a39a 100644 --- a/translations/id/2-Working-With-Data/05-relational-databases/assignment.md +++ b/translations/id/2-Working-With-Data/05-relational-databases/assignment.md @@ -1,12 +1,3 @@ - # Menampilkan Data Bandara Anda telah diberikan [database](https://raw.githubusercontent.com/Microsoft/Data-Science-For-Beginners/main/2-Working-With-Data/05-relational-databases/airports.db) yang dibangun menggunakan [SQLite](https://sqlite.org/index.html) yang berisi informasi tentang bandara. Skema database ditampilkan di bawah ini. Anda akan menggunakan [ekstensi SQLite](https://marketplace.visualstudio.com/items?itemName=alexcvzz.vscode-sqlite&WT.mc_id=academic-77958-bethanycheum) di [Visual Studio Code](https://code.visualstudio.com?WT.mc_id=academic-77958-bethanycheum) untuk menampilkan informasi tentang bandara di berbagai kota. diff --git a/translations/id/2-Working-With-Data/06-non-relational/README.md b/translations/id/2-Working-With-Data/06-non-relational/README.md index 6106efc9..1b7cb347 100644 --- a/translations/id/2-Working-With-Data/06-non-relational/README.md +++ b/translations/id/2-Working-With-Data/06-non-relational/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Data Non-Relasional |![Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/06-NoSQL.png)| diff --git a/translations/id/2-Working-With-Data/06-non-relational/assignment.md b/translations/id/2-Working-With-Data/06-non-relational/assignment.md index 67dc2c69..bee46703 100644 --- a/translations/id/2-Working-With-Data/06-non-relational/assignment.md +++ b/translations/id/2-Working-With-Data/06-non-relational/assignment.md @@ -1,12 +1,3 @@ - # Keuntungan Soda ## Instruksi diff --git a/translations/id/2-Working-With-Data/07-python/README.md b/translations/id/2-Working-With-Data/07-python/README.md index 570add9c..8c6c179d 100644 --- a/translations/id/2-Working-With-Data/07-python/README.md +++ b/translations/id/2-Working-With-Data/07-python/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Python dan Pustaka Pandas | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/07-WorkWithPython.png) | diff --git a/translations/id/2-Working-With-Data/07-python/assignment.md b/translations/id/2-Working-With-Data/07-python/assignment.md index ae131aa3..dace35bd 100644 --- a/translations/id/2-Working-With-Data/07-python/assignment.md +++ b/translations/id/2-Working-With-Data/07-python/assignment.md @@ -1,12 +1,3 @@ - # Tugas Pemrosesan Data dalam Python Dalam tugas ini, kami meminta Anda untuk mengembangkan lebih lanjut kode yang telah kita mulai dalam tantangan sebelumnya. Tugas ini terdiri dari dua bagian: diff --git a/translations/id/2-Working-With-Data/08-data-preparation/README.md b/translations/id/2-Working-With-Data/08-data-preparation/README.md index 9174b818..8507b4b8 100644 --- a/translations/id/2-Working-With-Data/08-data-preparation/README.md +++ b/translations/id/2-Working-With-Data/08-data-preparation/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Persiapan Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/08-DataPreparation.png)| diff --git a/translations/id/2-Working-With-Data/08-data-preparation/assignment.md b/translations/id/2-Working-With-Data/08-data-preparation/assignment.md index 81cc6029..3b39aeb7 100644 --- a/translations/id/2-Working-With-Data/08-data-preparation/assignment.md +++ b/translations/id/2-Working-With-Data/08-data-preparation/assignment.md @@ -1,12 +1,3 @@ - # Mengevaluasi Data dari Formulir Seorang klien telah menguji [formulir kecil](../../../../2-Working-With-Data/08-data-preparation/index.html) untuk mengumpulkan beberapa data dasar tentang basis klien mereka. Mereka telah membawa temuan mereka kepada Anda untuk memvalidasi data yang telah mereka kumpulkan. Anda dapat membuka halaman `index.html` di browser untuk melihat formulir tersebut. diff --git a/translations/id/2-Working-With-Data/README.md b/translations/id/2-Working-With-Data/README.md index 83554fb0..9f529c85 100644 --- a/translations/id/2-Working-With-Data/README.md +++ b/translations/id/2-Working-With-Data/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data ![data love](../../../translated_images/id/data-love.a22ef29e6742c852505ada062920956d3d7604870b281a8ca7c7ac6f37381d5a.jpg) diff --git a/translations/id/3-Data-Visualization/09-visualization-quantities/README.md b/translations/id/3-Data-Visualization/09-visualization-quantities/README.md index 8b03d37c..86cec334 100644 --- a/translations/id/3-Data-Visualization/09-visualization-quantities/README.md +++ b/translations/id/3-Data-Visualization/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Memvisualisasikan Kuantitas |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/09-Visualizing-Quantities.png)| diff --git a/translations/id/3-Data-Visualization/09-visualization-quantities/assignment.md b/translations/id/3-Data-Visualization/09-visualization-quantities/assignment.md index 85ef58db..0b90edb9 100644 --- a/translations/id/3-Data-Visualization/09-visualization-quantities/assignment.md +++ b/translations/id/3-Data-Visualization/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Garis, Scatter, dan Batang ## Instruksi diff --git a/translations/id/3-Data-Visualization/10-visualization-distributions/README.md b/translations/id/3-Data-Visualization/10-visualization-distributions/README.md index 6ae9cf83..8fd8a502 100644 --- a/translations/id/3-Data-Visualization/10-visualization-distributions/README.md +++ b/translations/id/3-Data-Visualization/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Memvisualisasikan Distribusi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/id/3-Data-Visualization/10-visualization-distributions/assignment.md b/translations/id/3-Data-Visualization/10-visualization-distributions/assignment.md index 1b5b2129..66823688 100644 --- a/translations/id/3-Data-Visualization/10-visualization-distributions/assignment.md +++ b/translations/id/3-Data-Visualization/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # Terapkan Keahlian Anda ## Instruksi diff --git a/translations/id/3-Data-Visualization/11-visualization-proportions/README.md b/translations/id/3-Data-Visualization/11-visualization-proportions/README.md index e070059d..fe585179 100644 --- a/translations/id/3-Data-Visualization/11-visualization-proportions/README.md +++ b/translations/id/3-Data-Visualization/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Memvisualisasikan Proporsi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/id/3-Data-Visualization/11-visualization-proportions/assignment.md b/translations/id/3-Data-Visualization/11-visualization-proportions/assignment.md index 0acdbc71..758b5521 100644 --- a/translations/id/3-Data-Visualization/11-visualization-proportions/assignment.md +++ b/translations/id/3-Data-Visualization/11-visualization-proportions/assignment.md @@ -1,12 +1,3 @@ - # Coba di Excel ## Petunjuk diff --git a/translations/id/3-Data-Visualization/12-visualization-relationships/README.md b/translations/id/3-Data-Visualization/12-visualization-relationships/README.md index fbe02c5a..29d60016 100644 --- a/translations/id/3-Data-Visualization/12-visualization-relationships/README.md +++ b/translations/id/3-Data-Visualization/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Visualisasi Hubungan: Semua Tentang Madu ๐Ÿฏ |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/id/3-Data-Visualization/12-visualization-relationships/assignment.md b/translations/id/3-Data-Visualization/12-visualization-relationships/assignment.md index c03758fe..96534f77 100644 --- a/translations/id/3-Data-Visualization/12-visualization-relationships/assignment.md +++ b/translations/id/3-Data-Visualization/12-visualization-relationships/assignment.md @@ -1,12 +1,3 @@ - # Menyelami Sarang Lebah ## Instruksi diff --git a/translations/id/3-Data-Visualization/13-meaningful-visualizations/README.md b/translations/id/3-Data-Visualization/13-meaningful-visualizations/README.md index 84ddec57..332537c5 100644 --- a/translations/id/3-Data-Visualization/13-meaningful-visualizations/README.md +++ b/translations/id/3-Data-Visualization/13-meaningful-visualizations/README.md @@ -1,12 +1,3 @@ - # Membuat Visualisasi yang Bermakna |![Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/id/3-Data-Visualization/13-meaningful-visualizations/assignment.md b/translations/id/3-Data-Visualization/13-meaningful-visualizations/assignment.md index c7e3652d..2f752494 100644 --- a/translations/id/3-Data-Visualization/13-meaningful-visualizations/assignment.md +++ b/translations/id/3-Data-Visualization/13-meaningful-visualizations/assignment.md @@ -1,12 +1,3 @@ - # Bangun Visualisasi Kustom Anda Sendiri ## Instruksi diff --git a/translations/id/3-Data-Visualization/13-meaningful-visualizations/solution/README.md b/translations/id/3-Data-Visualization/13-meaningful-visualizations/solution/README.md index 9f6e5165..b1d505ba 100644 --- a/translations/id/3-Data-Visualization/13-meaningful-visualizations/solution/README.md +++ b/translations/id/3-Data-Visualization/13-meaningful-visualizations/solution/README.md @@ -1,12 +1,3 @@ - # Proyek visualisasi data Dangerous Liaisons Untuk memulai, pastikan Anda sudah memiliki NPM dan Node yang berjalan di mesin Anda. Instal dependensi (npm install) dan kemudian jalankan proyek secara lokal (npm run serve): diff --git a/translations/id/3-Data-Visualization/13-meaningful-visualizations/starter/README.md b/translations/id/3-Data-Visualization/13-meaningful-visualizations/starter/README.md index 888387bb..bc87dd2b 100644 --- a/translations/id/3-Data-Visualization/13-meaningful-visualizations/starter/README.md +++ b/translations/id/3-Data-Visualization/13-meaningful-visualizations/starter/README.md @@ -1,12 +1,3 @@ - # Proyek visualisasi data Dangerous Liaisons Untuk memulai, pastikan Anda memiliki NPM dan Node yang berjalan di mesin Anda. Instal dependensi (npm install) dan kemudian jalankan proyek secara lokal (npm run serve): diff --git a/translations/id/3-Data-Visualization/R/09-visualization-quantities/README.md b/translations/id/3-Data-Visualization/R/09-visualization-quantities/README.md index eee480f7..87fca925 100644 --- a/translations/id/3-Data-Visualization/R/09-visualization-quantities/README.md +++ b/translations/id/3-Data-Visualization/R/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Visualisasi Kuantitas |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/09-Visualizing-Quantities.png)| |:---:| diff --git a/translations/id/3-Data-Visualization/R/09-visualization-quantities/assignment.md b/translations/id/3-Data-Visualization/R/09-visualization-quantities/assignment.md index 3118faba..06891717 100644 --- a/translations/id/3-Data-Visualization/R/09-visualization-quantities/assignment.md +++ b/translations/id/3-Data-Visualization/R/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Garis, Scatter, dan Batang ## Instruksi diff --git a/translations/id/3-Data-Visualization/R/10-visualization-distributions/README.md b/translations/id/3-Data-Visualization/R/10-visualization-distributions/README.md index 38bbdb3f..02c7cd96 100644 --- a/translations/id/3-Data-Visualization/R/10-visualization-distributions/README.md +++ b/translations/id/3-Data-Visualization/R/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Visualisasi Distribusi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/id/3-Data-Visualization/R/10-visualization-distributions/assignment.md b/translations/id/3-Data-Visualization/R/10-visualization-distributions/assignment.md index 6cc964a3..a3c1d212 100644 --- a/translations/id/3-Data-Visualization/R/10-visualization-distributions/assignment.md +++ b/translations/id/3-Data-Visualization/R/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # Terapkan keterampilan Anda ## Instruksi diff --git a/translations/id/3-Data-Visualization/R/11-visualization-proportions/README.md b/translations/id/3-Data-Visualization/R/11-visualization-proportions/README.md index 8429a1da..4a2e5aa4 100644 --- a/translations/id/3-Data-Visualization/R/11-visualization-proportions/README.md +++ b/translations/id/3-Data-Visualization/R/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Visualisasi Proporsi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/id/3-Data-Visualization/R/12-visualization-relationships/README.md b/translations/id/3-Data-Visualization/R/12-visualization-relationships/README.md index 453baf71..330eb748 100644 --- a/translations/id/3-Data-Visualization/R/12-visualization-relationships/README.md +++ b/translations/id/3-Data-Visualization/R/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Visualisasi Hubungan: Semua Tentang Madu ๐Ÿฏ |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/id/3-Data-Visualization/R/13-meaningful-vizualizations/README.md b/translations/id/3-Data-Visualization/R/13-meaningful-vizualizations/README.md index 704bd165..6b308918 100644 --- a/translations/id/3-Data-Visualization/R/13-meaningful-vizualizations/README.md +++ b/translations/id/3-Data-Visualization/R/13-meaningful-vizualizations/README.md @@ -1,12 +1,3 @@ - # Membuat Visualisasi yang Bermakna |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/id/3-Data-Visualization/README.md b/translations/id/3-Data-Visualization/README.md index 14cef6b0..4755daa1 100644 --- a/translations/id/3-Data-Visualization/README.md +++ b/translations/id/3-Data-Visualization/README.md @@ -1,12 +1,3 @@ - # Visualisasi ![seekor lebah di bunga lavender](../../../translated_images/id/bee.0aa1d91132b12e3a8994b9ca12816d05ce1642010d9b8be37f8d37365ba845cf.jpg) diff --git a/translations/id/4-Data-Science-Lifecycle/14-Introduction/README.md b/translations/id/4-Data-Science-Lifecycle/14-Introduction/README.md index 9fc4abf8..4b1bb800 100644 --- a/translations/id/4-Data-Science-Lifecycle/14-Introduction/README.md +++ b/translations/id/4-Data-Science-Lifecycle/14-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengantar Siklus Hidup Data Science |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/14-DataScience-Lifecycle.png)| diff --git a/translations/id/4-Data-Science-Lifecycle/14-Introduction/assignment.md b/translations/id/4-Data-Science-Lifecycle/14-Introduction/assignment.md index 7679c083..4c618b4d 100644 --- a/translations/id/4-Data-Science-Lifecycle/14-Introduction/assignment.md +++ b/translations/id/4-Data-Science-Lifecycle/14-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Menilai Dataset Seorang klien telah mendekati tim Anda untuk meminta bantuan dalam menyelidiki kebiasaan pengeluaran musiman pelanggan taksi di New York City. diff --git a/translations/id/4-Data-Science-Lifecycle/15-analyzing/README.md b/translations/id/4-Data-Science-Lifecycle/15-analyzing/README.md index de602a98..45a923ff 100644 --- a/translations/id/4-Data-Science-Lifecycle/15-analyzing/README.md +++ b/translations/id/4-Data-Science-Lifecycle/15-analyzing/README.md @@ -1,12 +1,3 @@ - # Siklus Data Science: Menganalisis |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/15-Analyzing.png)| diff --git a/translations/id/4-Data-Science-Lifecycle/15-analyzing/assignment.md b/translations/id/4-Data-Science-Lifecycle/15-analyzing/assignment.md index f854e948..74bc5a7f 100644 --- a/translations/id/4-Data-Science-Lifecycle/15-analyzing/assignment.md +++ b/translations/id/4-Data-Science-Lifecycle/15-analyzing/assignment.md @@ -1,12 +1,3 @@ - # Menjelajahi untuk Jawaban Ini adalah kelanjutan dari [tugas](../14-Introduction/assignment.md) pelajaran sebelumnya, di mana kita secara singkat melihat sekilas data set. Sekarang kita akan melihat data tersebut lebih mendalam. diff --git a/translations/id/4-Data-Science-Lifecycle/16-communication/README.md b/translations/id/4-Data-Science-Lifecycle/16-communication/README.md index 35d30a5d..863e715d 100644 --- a/translations/id/4-Data-Science-Lifecycle/16-communication/README.md +++ b/translations/id/4-Data-Science-Lifecycle/16-communication/README.md @@ -1,12 +1,3 @@ - # Siklus Hidup Data Science: Komunikasi |![Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/16-Communicating.png)| diff --git a/translations/id/4-Data-Science-Lifecycle/16-communication/assignment.md b/translations/id/4-Data-Science-Lifecycle/16-communication/assignment.md index fbd65b42..e4b583ae 100644 --- a/translations/id/4-Data-Science-Lifecycle/16-communication/assignment.md +++ b/translations/id/4-Data-Science-Lifecycle/16-communication/assignment.md @@ -1,12 +1,3 @@ - # Ceritakan sebuah kisah ## Instruksi diff --git a/translations/id/4-Data-Science-Lifecycle/README.md b/translations/id/4-Data-Science-Lifecycle/README.md index 0c3ca685..181c9e98 100644 --- a/translations/id/4-Data-Science-Lifecycle/README.md +++ b/translations/id/4-Data-Science-Lifecycle/README.md @@ -1,12 +1,3 @@ - # Siklus Data Science ![communication](../../../translated_images/id/communication.06d8e2a88d30d168d661ad9f9f0a4f947ebff3719719cfdaf9ed00a406a01ead.jpg) diff --git a/translations/id/5-Data-Science-In-Cloud/17-Introduction/README.md b/translations/id/5-Data-Science-In-Cloud/17-Introduction/README.md index ffcabf21..c06d7b01 100644 --- a/translations/id/5-Data-Science-In-Cloud/17-Introduction/README.md +++ b/translations/id/5-Data-Science-In-Cloud/17-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengantar Data Science di Cloud |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/17-DataScience-Cloud.png)| diff --git a/translations/id/5-Data-Science-In-Cloud/17-Introduction/assignment.md b/translations/id/5-Data-Science-In-Cloud/17-Introduction/assignment.md index 8fb62b2c..ad84ba5c 100644 --- a/translations/id/5-Data-Science-In-Cloud/17-Introduction/assignment.md +++ b/translations/id/5-Data-Science-In-Cloud/17-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Riset Pasar ## Instruksi diff --git a/translations/id/5-Data-Science-In-Cloud/18-Low-Code/README.md b/translations/id/5-Data-Science-In-Cloud/18-Low-Code/README.md index 9b55752b..e0bf6807 100644 --- a/translations/id/5-Data-Science-In-Cloud/18-Low-Code/README.md +++ b/translations/id/5-Data-Science-In-Cloud/18-Low-Code/README.md @@ -1,12 +1,3 @@ - # Data Science di Cloud: Cara "Low code/No code" |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/18-DataScience-Cloud.png)| diff --git a/translations/id/5-Data-Science-In-Cloud/18-Low-Code/assignment.md b/translations/id/5-Data-Science-In-Cloud/18-Low-Code/assignment.md index 1d11f35e..15e1673c 100644 --- a/translations/id/5-Data-Science-In-Cloud/18-Low-Code/assignment.md +++ b/translations/id/5-Data-Science-In-Cloud/18-Low-Code/assignment.md @@ -1,12 +1,3 @@ - # Proyek Data Science Low code/No code di Azure ML ## Instruksi diff --git a/translations/id/5-Data-Science-In-Cloud/19-Azure/README.md b/translations/id/5-Data-Science-In-Cloud/19-Azure/README.md index b9954c9e..296ad7fc 100644 --- a/translations/id/5-Data-Science-In-Cloud/19-Azure/README.md +++ b/translations/id/5-Data-Science-In-Cloud/19-Azure/README.md @@ -1,12 +1,3 @@ - # Data Science di Cloud: Cara "Azure ML SDK" |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/19-DataScience-Cloud.png)| diff --git a/translations/id/5-Data-Science-In-Cloud/19-Azure/assignment.md b/translations/id/5-Data-Science-In-Cloud/19-Azure/assignment.md index f3e4e2f4..a1713349 100644 --- a/translations/id/5-Data-Science-In-Cloud/19-Azure/assignment.md +++ b/translations/id/5-Data-Science-In-Cloud/19-Azure/assignment.md @@ -1,12 +1,3 @@ - # Proyek Data Science menggunakan Azure ML SDK ## Instruksi diff --git a/translations/id/5-Data-Science-In-Cloud/README.md b/translations/id/5-Data-Science-In-Cloud/README.md index d804c875..9a5cae61 100644 --- a/translations/id/5-Data-Science-In-Cloud/README.md +++ b/translations/id/5-Data-Science-In-Cloud/README.md @@ -1,12 +1,3 @@ - # Data Science di Cloud ![cloud-picture](../../../translated_images/id/cloud-picture.f5526de3c6c6387b2d656ba94f019b3352e5e3854a78440e4fb00c93e2dea675.jpg) diff --git a/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/README.md b/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/README.md index c2fb8704..22393d56 100644 --- a/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/README.md +++ b/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/README.md @@ -1,12 +1,3 @@ - # Ilmu Data di Dunia Nyata | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/20-DataScience-RealWorld.png) | diff --git a/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md b/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md index cdae53c5..6177d1a3 100644 --- a/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md +++ b/translations/id/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md @@ -1,12 +1,3 @@ - # Jelajahi Dataset Planetary Computer ## Instruksi diff --git a/translations/id/6-Data-Science-In-Wild/README.md b/translations/id/6-Data-Science-In-Wild/README.md index f2088039..1c9b4e07 100644 --- a/translations/id/6-Data-Science-In-Wild/README.md +++ b/translations/id/6-Data-Science-In-Wild/README.md @@ -1,12 +1,3 @@ - # Data Science di Dunia Nyata Penerapan ilmu data di berbagai industri. diff --git a/translations/id/AGENTS.md b/translations/id/AGENTS.md index 4fbbdb9d..cf28449a 100644 --- a/translations/id/AGENTS.md +++ b/translations/id/AGENTS.md @@ -1,12 +1,3 @@ - # AGENTS.md ## Gambaran Proyek diff --git a/translations/id/CODE_OF_CONDUCT.md b/translations/id/CODE_OF_CONDUCT.md index 3b1b3bd2..848a8937 100644 --- a/translations/id/CODE_OF_CONDUCT.md +++ b/translations/id/CODE_OF_CONDUCT.md @@ -1,12 +1,3 @@ - # Kode Etik Sumber Terbuka Microsoft Proyek ini telah mengadopsi [Kode Etik Sumber Terbuka Microsoft](https://opensource.microsoft.com/codeofconduct/). diff --git a/translations/id/CONTRIBUTING.md b/translations/id/CONTRIBUTING.md index 5becf7d8..2f214cfe 100644 --- a/translations/id/CONTRIBUTING.md +++ b/translations/id/CONTRIBUTING.md @@ -1,12 +1,3 @@ - # Berkontribusi pada Data Science untuk Pemula Terima kasih atas minat Anda untuk berkontribusi pada kurikulum Data Science untuk Pemula! Kami menyambut kontribusi dari komunitas. diff --git a/translations/id/INSTALLATION.md b/translations/id/INSTALLATION.md index 81d2a296..999adf82 100644 --- a/translations/id/INSTALLATION.md +++ b/translations/id/INSTALLATION.md @@ -1,12 +1,3 @@ - # Panduan Instalasi Panduan ini akan membantu Anda menyiapkan lingkungan untuk bekerja dengan kurikulum Data Science untuk Pemula. diff --git a/translations/id/README.md b/translations/id/README.md index cc2ad4b5..46eb2091 100644 --- a/translations/id/README.md +++ b/translations/id/README.md @@ -1,12 +1,3 @@ - # Data Science untuk Pemula - Kurikulum [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=344191198) @@ -26,27 +17,27 @@ CO_OP_TRANSLATOR_METADATA: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) -Azure Cloud Advocates di Microsoft dengan senang hati menawarkan kurikulum 10-minggu, 20-pelajaran yang membahas tentang Data Science. Setiap pelajaran mencakup kuis sebelum dan sesudah pelajaran, instruksi tertulis untuk menyelesaikan pelajaran, solusi, dan tugas. Pendekatan berbasis proyek kami memungkinkan Anda belajar sambil membangun, cara yang terbukti efektif agar keterampilan baru dapat 'melekat'. +Azure Cloud Advocates di Microsoft dengan senang hati menawarkan kurikulum 10 minggu, 20 pelajaran yang seluruhnya mengenai Data Science. Setiap pelajaran mencakup kuis pra-pelajaran dan pasca-pelajaran, instruksi tertulis untuk menyelesaikan pelajaran, solusi, dan tugas. Pedagogi berbasis proyek kami memungkinkan Anda belajar sambil membangun, cara terbukti agar keterampilan baru 'menempel'. -**Terima kasih hangat kepada para penulis kami:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). +**Terima kasih yang sebesar-besarnya kepada para penulis kami:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). -**๐Ÿ™ Terima kasih khusus ๐Ÿ™ kepada para penulis, peninjau, dan kontributor konten dari [Microsoft Student Ambassador](https://studentambassadors.microsoft.com/),** terutama Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), +**๐Ÿ™ Terima kasih khusus ๐Ÿ™ kepada para penulis, pengulas, dan kontributor konten [Microsoft Student Ambassador](https://studentambassadors.microsoft.com/),** terutama Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), [Sheena Narula](https://www.linkedin.com/in/sheena-narua-n/), [Tauqeer Ahmad](https://www.linkedin.com/in/tauqeerahmad5201/), Yogendrasingh Pawar , [Vidushi Gupta](https://www.linkedin.com/in/vidushi-gupta07/), [Jasleen Sondhi](https://www.linkedin.com/in/jasleen-sondhi/) -|![Sketchnote by @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/id/00-Title.8af36cd35da1ac55.webp)| +|![Sketchnote by @sketchthedocs https://sketchthedocs.dev](../../translated_images/id/00-Title.8af36cd35da1ac55.webp)| |:---:| -| Data Science Untuk Pemula - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | +| Data Science untuk Pemula - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | ### ๐ŸŒ Dukungan Multi-Bahasa -#### Didukung melalui GitHub Action (Otomatis & Selalu Terbaru) +#### Didukung via GitHub Action (Otomatis & Selalu Terbaru) -[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](./README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](../zh-HK/README.md) | [Chinese (Traditional, Macau)](../zh-MO/README.md) | [Chinese (Traditional, Taiwan)](../zh-TW/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](./README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../pt-BR/README.md) | [Portuguese (Portugal)](../pt-PT/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -> **Lebih suka Mengkloning Secara Lokal?** +> **Lebih Suka Clone Secara Lokal?** -> Repositori ini menyertakan lebih dari 50 terjemahan bahasa yang secara signifikan meningkatkan ukuran unduhan. Untuk mengkloning tanpa terjemahan, gunakan sparse checkout: +> Repositori ini termasuk lebih dari 50 terjemahan bahasa yang secara signifikan meningkatkan ukuran unduhan. Untuk melakukan clone tanpa terjemahan, gunakan sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Data-Science-For-Beginners.git > cd Data-Science-For-Beginners @@ -55,48 +46,48 @@ Azure Cloud Advocates di Microsoft dengan senang hati menawarkan kurikulum 10-mi > Ini memberi Anda semua yang Anda butuhkan untuk menyelesaikan kursus dengan unduhan yang jauh lebih cepat. -**Jika Anda ingin mendukung bahasa terjemahan tambahan yang didukung tercantum [di sini](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** +**Jika Anda ingin agar bahasa tambahan didukung, daftar bahasa yang didukung ada [di sini](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** #### Bergabung dengan Komunitas Kami [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Kami memiliki seri belajar Discord bersama AI yang sedang berlangsung, pelajari lebih lanjut dan bergabunglah dengan kami di [Seri Belajar dengan AI](https://aka.ms/learnwithai/discord) dari 18 - 30 September, 2025. Anda akan mendapatkan tips dan trik menggunakan GitHub Copilot untuk Data Science. +Kami memiliki seri belajar Discord dengan AI yang sedang berlangsung, pelajari lebih lanjut dan bergabunglah dengan kami di [Seri Belajar dengan AI](https://aka.ms/learnwithai/discord) dari 18 - 30 September, 2025. Anda akan mendapatkan tips dan trik menggunakan GitHub Copilot untuk Data Science. -![Learn with AI series](../../../../translated_images/id/1.2b28cdc6205e26fe.webp) +![Seri Belajar dengan AI](../../translated_images/id/1.2b28cdc6205e26fe.webp) -# Apakah Anda seorang pelajar? +# Apakah Anda seorang mahasiswa? -Mulai dengan sumber daya berikut: +Mulailah dengan sumber daya berikut: -- [Halaman Student Hub](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Di halaman ini, Anda akan menemukan sumber daya untuk pemula, paket pelajar, dan bahkan cara mendapatkan voucher sertifikasi gratis. Ini adalah halaman yang ingin Anda simpan sebagai bookmark dan periksa dari waktu ke waktu karena konten kami ubah setidaknya setiap bulan. -- [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Bergabunglah dengan komunitas global duta pelajar, ini bisa menjadi jalan Anda ke Microsoft. +- [Halaman Student Hub](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Di halaman ini, Anda akan menemukan sumber daya untuk pemula, paket Mahasiswa, dan bahkan cara mendapatkan voucher sertifikat gratis. Ini adalah halaman yang ingin Anda tandai dan periksa dari waktu ke waktu karena kami mengganti konten setidaknya setiap bulan. +- [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Bergabung dengan komunitas global duta mahasiswa, ini bisa menjadi jalan Anda ke Microsoft. # Memulai ## ๐Ÿ“š Dokumentasi -- **[Panduan Instalasi](INSTALLATION.md)** - Instruksi pengaturan langkah demi langkah untuk pemula +- **[Panduan Instalasi](INSTALLATION.md)** - Instruksi setup langkah demi langkah untuk pemula - **[Panduan Penggunaan](USAGE.md)** - Contoh dan alur kerja umum - **[Pemecahan Masalah](TROUBLESHOOTING.md)** - Solusi untuk masalah umum - **[Panduan Kontribusi](CONTRIBUTING.md)** - Cara berkontribusi pada proyek ini -- **[Untuk Guru](for-teachers.md)** - Panduan pengajaran dan sumber kelas +- **[Untuk Guru](for-teachers.md)** - Panduan mengajar dan sumber daya kelas -## ๐Ÿ‘จโ€๐ŸŽ“ Untuk Pelajar -> **Pemula Lengkap**: Baru mengenal data science? Mulailah dengan [contoh ramah pemula kami](examples/README.md)! Contoh sederhana dan berkomentar baik ini akan membantu Anda memahami dasar-dasar sebelum mendalami seluruh kurikulum. -> **[Pelajar](https://aka.ms/student-page)**: untuk menggunakan kurikulum ini sendiri, fork seluruh repo dan selesaikan latihan sendiri, mulai dengan kuis sebelum kuliah. Kemudian baca kuliah dan selesaikan kegiatan lainnya. Cobalah membuat proyek dengan memahami pelajaran daripada menyalin kode solusi; meskipun kode tersebut tersedia di folder /solutions pada setiap pelajaran berorientasi proyek. Ide lain adalah membentuk kelompok belajar dengan teman dan mempelajari konten bersama-sama. Untuk studi lebih lanjut, kami merekomendasikan [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). +## ๐Ÿ‘จโ€๐ŸŽ“ Untuk Mahasiswa +> **Pemula Total**: Baru dalam data science? Mulailah dengan [contoh ramah pemula kami](examples/README.md)! Contoh sederhana dan diberi komentar ini akan membantu Anda memahami dasar-dasarnya sebelum masuk ke seluruh kurikulum. +> **[Mahasiswa](https://aka.ms/student-page)**: untuk menggunakan kurikulum ini secara mandiri, fork seluruh repo dan selesaikan latihan sendiri, mulai dengan kuis pra-ceramah. Kemudian baca ceramah dan selesaikan sisa aktivitas. Cobalah buat proyek dengan memahami pelajaran daripada menyalin kode solusi; namun, kode itu tersedia di folder /solutions di setiap pelajaran yang berorientasi proyek. Ide lain adalah membentuk kelompok belajar dengan teman dan melewati konten bersama. Untuk studi lebih lanjut, kami merekomendasikan [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). **Mulai Cepat:** -1. Periksa [Panduan Instalasi](INSTALLATION.md) untuk mengatur lingkungan Anda +1. Cek [Panduan Instalasi](INSTALLATION.md) untuk menyiapkan lingkungan Anda 2. Tinjau [Panduan Penggunaan](USAGE.md) untuk belajar cara bekerja dengan kurikulum -3. Mulai dengan Pelajaran 1 dan kerjakan secara berurutan +3. Mulailah dengan Pelajaran 1 dan kerjakan secara berurutan 4. Bergabunglah dengan [komunitas Discord kami](https://aka.ms/ds4beginners/discord) untuk dukungan ## ๐Ÿ‘ฉโ€๐Ÿซ Untuk Guru -> **Guru**: kami telah [menyertakan beberapa saran](for-teachers.md) tentang cara menggunakan kurikulum ini. Kami sangat menghargai masukan Anda [di forum diskusi kami](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! +> **Guru**: kami telah [menyertakan beberapa saran](for-teachers.md) tentang cara menggunakan kurikulum ini. Kami sangat menghargai umpan balik Anda [di forum diskusi kami](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! +## Kenalan dengan Tim -## Bertemu Tim -[![Video Promo](../../ds-for-beginners.gif)](https://youtu.be/8mzavjQSMM4 "Video Promo") +[![Video promo](../../ds-for-beginners.gif)](https://youtu.be/8mzavjQSMM4 "Video promo") **Gif oleh** [Mohit Jaisal](https://www.linkedin.com/in/mohitjaisal) @@ -104,103 +95,103 @@ Mulai dengan sumber daya berikut: ## Pedagogi -Kami telah memilih dua prinsip pedagogis saat membangun kurikulum ini: memastikan bahwa kurikulum berbasis proyek dan mencakup kuis yang sering. Pada akhir seri ini, siswa akan mempelajari prinsip dasar ilmu data, termasuk konsep etika, persiapan data, berbagai cara bekerja dengan data, visualisasi data, analisis data, contoh penggunaan ilmu data di dunia nyata, dan lainnya. +Kami telah memilih dua prinsip pedagogis saat membangun kurikulum ini: memastikan bahwa kurikulum ini berbasis proyek dan menyertakan kuis secara berkala. Pada akhir seri ini, siswa akan mempelajari prinsip dasar ilmu data, termasuk konsep etika, persiapan data, berbagai cara bekerja dengan data, visualisasi data, analisis data, penggunaan ilmu data di dunia nyata, dan lainnya. -Selain itu, kuis dengan tingkat tekanan rendah sebelum kelas memfokuskan niat siswa untuk mempelajari topik, sementara kuis kedua setelah kelas memastikan daya ingat lebih lanjut. Kurikulum ini dirancang untuk fleksibel dan menyenangkan serta dapat diikuti secara keseluruhan atau sebagian. Proyek dimulai dari yang kecil dan menjadi semakin kompleks pada akhir siklus 10 minggu. +Selain itu, kuis ringan sebelum kelas menetapkan niat siswa untuk belajar sebuah topik, sementara kuis kedua setelah kelas memastikan penyerapan materi lebih lanjut. Kurikulum ini dirancang agar fleksibel dan menyenangkan dan dapat diikuti secara keseluruhan atau sebagian. Proyek-proyek dimulai dari yang kecil dan menjadi semakin kompleks pada akhir siklus 10 minggu. -> Temukan [Kode Etik](CODE_OF_CONDUCT.md), [Kontribusi](CONTRIBUTING.md), [Panduan Terjemahan](TRANSLATIONS.md) kami. Kami menyambut umpan balik konstruktif Anda! +> Temukan [Kode Etik](CODE_OF_CONDUCT.md), panduan [Kontribusi](CONTRIBUTING.md), [Terjemahan](TRANSLATIONS.md) kami. Kami menyambut masukan konstruktif Anda! ## Setiap pelajaran mencakup: - Sketchnote opsional -- Video tambahan opsional +- Video pelengkap opsional - Kuis pemanasan sebelum pelajaran - Pelajaran tertulis -- Untuk pelajaran berbasis proyek, panduan langkah demi langkah tentang cara membangun proyek +- Untuk pelajaran berbasis proyek, panduan langkah-demi-langkah membangun proyek - Pemeriksaan pengetahuan - Tantangan -- Bacaan tambahan +- Bacaan pelengkap - Tugas -- [Kuis pasca-pelajaran](https://ff-quizzes.netlify.app/en/) +- [Kuis setelah pelajaran](https://ff-quizzes.netlify.app/en/) -> **Catatan tentang kuis**: Semua kuis terdapat dalam folder Quiz-App, dengan total 40 kuis berisi masing-masing tiga pertanyaan. Mereka terhubung dari dalam pelajaran, tetapi aplikasi kuis dapat dijalankan secara lokal atau dideploy ke Azure; ikuti petunjuk di folder `quiz-app`. Mereka sedang secara bertahap diterjemahkan. +> **Catatan tentang kuis**: Semua kuis terdapat di folder Quiz-App, dengan total 40 kuis masing-masing berisi tiga pertanyaan. Mereka dihubungkan dari dalam pelajaran, tetapi aplikasi kuis dapat dijalankan secara lokal atau dideploy ke Azure; ikuti instruksi di folder `quiz-app`. Kuis sedang dalam proses pelokalan secara bertahap. ## ๐ŸŽ“ Contoh Ramah Pemula -**Baru di Ilmu Data?** Kami telah membuat [direktori contoh](examples/README.md) khusus dengan kode sederhana dan komentarnya yang jelas untuk membantu Anda memulai: +**Baru dalam Ilmu Data?** Kami telah membuat direktori [contoh](examples/README.md) khusus dengan kode sederhana dan berkomentar jelas untuk membantu Anda memulai: -- ๐ŸŒŸ **Hello World** - Program ilmu data pertamamu -- ๐Ÿ“‚ **Memuat Data** - Pelajari cara membaca dan menjelajahi dataset -- ๐Ÿ“Š **Analisis Sederhana** - Hitung statistik dan cari pola +- ๐ŸŒŸ **Hello World** - Program ilmu data pertama Anda +- ๐Ÿ“‚ **Memuat Data** - Pelajari cara membaca dan mengeksplorasi dataset +- ๐Ÿ“Š **Analisis Sederhana** - Hitung statistik dan temukan pola - ๐Ÿ“ˆ **Visualisasi Dasar** - Buat grafik dan diagram -- ๐Ÿ”ฌ **Proyek Dunia Nyata** - Alur kerja lengkap dari awal hingga selesai +- ๐Ÿ”ฌ **Proyek Dunia Nyata** - Alur kerja lengkap dari awal hingga akhir -Setiap contoh menyertakan komentar rinci yang menjelaskan setiap langkah, sangat cocok untuk pemula mutlak! +Setiap contoh dilengkapi komentar terperinci yang menjelaskan setiap langkah, sangat cocok untuk pemula mutlak! -๐Ÿ‘‰ **[Mulai dengan contoh-contoh](examples/README.md)** ๐Ÿ‘ˆ +๐Ÿ‘‰ **[Mulai dengan contoh](examples/README.md)** ๐Ÿ‘ˆ ## Pelajaran -|![ Sketchnote oleh @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/id/00-Roadmap.4905d6567dff4753.webp)| +|![ Sketchnote oleh @sketchthedocs https://sketchthedocs.dev](../../translated_images/id/00-Roadmap.4905d6567dff4753.webp)| |:---:| -| Ilmu Data Untuk Pemula: Peta Jalan - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | +| Ilmu Data untuk Pemula: Peta Jalan - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | | Nomor Pelajaran | Topik | Kelompok Pelajaran | Tujuan Pembelajaran | Pelajaran Terkait | Penulis | -| :-----------: | :----------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------: | :----: | -| 01 | Mendefinisikan Ilmu Data | [Pengantar](1-Introduction/README.md) | Pelajari konsep dasar ilmu data dan hubungannya dengan kecerdasan buatan, pembelajaran mesin, dan big data. | [pelajaran](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | +| :-------------: | :----------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------: | :----: | +| 01 | Mendefinisikan Ilmu Data | [Pengantar](1-Introduction/README.md) | Pelajari konsep dasar di balik ilmu data dan bagaimana kaitannya dengan kecerdasan buatan, pembelajaran mesin, dan big data. | [pelajaran](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | | 02 | Etika Ilmu Data | [Pengantar](1-Introduction/README.md) | Konsep Etika Data, Tantangan & Kerangka Kerja. | [pelajaran](1-Introduction/02-ethics/README.md) | [Nitya](https://twitter.com/nitya) | -| 03 | Mendefinisikan Data | [Pengantar](1-Introduction/README.md) | Cara data diklasifikasikan dan sumber umum data. | [pelajaran](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | -| 04 | Pengantar Statistik & Probabilitas | [Pengantar](1-Introduction/README.md) | Teknik matematis probabilitas dan statistik untuk memahami data. | [pelajaran](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | -| 05 | Bekerja dengan Data Relasional | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan data relasional dan dasar-dasar menjelajah serta menganalisis data relasional dengan Structured Query Language, juga dikenal sebagai SQL (diucapkan โ€œsee-quellโ€). | [pelajaran](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | | | -| 06 | Bekerja dengan Data NoSQL | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan data non-relasional, berbagai jenisnya dan dasar-dasar menjelajah serta menganalisis database dokumen. | [pelajaran](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique)| -| 07 | Bekerja dengan Python | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Dasar menggunakan Python untuk eksplorasi data dengan pustaka seperti Pandas. Pemahaman dasar pemrograman Python direkomendasikan. | [pelajaran](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | -| 08 | Persiapan Data | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Topik teknik data untuk membersihkan dan mengubah data agar dapat menangani tantangan data yang hilang, tidak akurat, atau tidak lengkap. | [pelajaran](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 03 | Mendefinisikan Data | [Pengantar](1-Introduction/README.md) | Bagaimana data diklasifikasikan dan sumber umumnya. | [pelajaran](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 04 | Pengantar Statistik & Probabilitas | [Pengantar](1-Introduction/README.md) | Teknik matematika probabilitas dan statistik untuk memahami data. | [pelajaran](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | +| 05 | Bekerja dengan Data Relasional | [Bekerja dengan Data](2-Working-With-Data/README.md) | Pengantar data relasional dan dasar eksplorasi serta analisis data relasional dengan Structured Query Language, yang dikenal dengan SQL (dibaca โ€œsee-quellโ€). | [pelajaran](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | | | +| 06 | Bekerja dengan Data NoSQL | [Bekerja dengan Data](2-Working-With-Data/README.md) | Pengantar data non-relasional, berbagai tipenya dan dasar eksplorasi serta analisis database dokumen. | [pelajaran](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique)| +| 07 | Bekerja dengan Python | [Bekerja dengan Data](2-Working-With-Data/README.md) | Dasar menggunakan Python untuk eksplorasi data dengan pustaka seperti Pandas. Disarankan memiliki pemahaman dasar tentang pemrograman Python. | [pelajaran](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | +| 08 | Persiapan Data | [Bekerja dengan Data](2-Working-With-Data/README.md) | Topik tentang teknik data untuk membersihkan dan mengubah data guna mengatasi tantangan data yang hilang, tidak akurat, atau tidak lengkap. | [pelajaran](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | | 09 | Visualisasi Kuantitas | [Visualisasi Data](3-Data-Visualization/README.md) | Pelajari cara menggunakan Matplotlib untuk memvisualisasikan data burung ๐Ÿฆ† | [pelajaran](3-Data-Visualization/09-visualization-quantities/README.md) | [Jen](https://twitter.com/jenlooper) | -| 10 | Visualisasi Distribusi Data | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan pengamatan dan tren dalam sebuah interval. | [pelajaran](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 11 | Visualisasi Proporsi | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan persentase diskret dan berkelompok. | [pelajaran](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 12 | Visualisasi Hubungan | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan koneksi dan korelasi antara set data dan variabelnya. | [pelajaran](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | -| 13 | Visualisasi Bermakna | [Visualisasi Data](3-Data-Visualization/README.md) | Teknik dan panduan untuk membuat visualisasi Anda bernilai guna untuk pemecahan masalah dan wawasan yang efektif. | [pelajaran](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | -| 14 | Pengantar siklus hidup Ilmu Data | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Pengantar siklus hidup ilmu data dan langkah pertama mengakuisisi serta mengekstrak data. | [pelajaran](4-Data-Science-Lifecycle/14-Introduction/README.md) | [Jasmine](https://twitter.com/paladique) | -| 15 | Menganalisis | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Fase siklus hidup ilmu data ini berfokus pada teknik menganalisis data. | [pelajaran](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | | | -| 16 | Komunikasi | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Fase siklus hidup ilmu data ini berfokus pada menyampaikan wawasan dari data dengan cara yang memudahkan pengambil keputusan untuk memahami. | [pelajaran](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | | | +| 10 | Visualisasi Distribusi Data | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi observasi dan tren dalam sebuah interval. | [pelajaran](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 11 | Visualisasi Proporsi | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi persentase diskrit dan berkelompok. | [pelajaran](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 12 | Visualisasi Hubungan | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi koneksi dan korelasi antar set data dan variabelnya. | [pelajaran](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | +| 13 | Visualisasi yang Bermakna | [Visualisasi Data](3-Data-Visualization/README.md) | Teknik dan panduan untuk membuat visualisasi Anda berharga untuk pemecahan masalah dan wawasan yang efektif. | [pelajaran](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | +| 14 | Pengantar Siklus Hidup Ilmu Data | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Pengantar siklus hidup ilmu data dan langkah pertama yaitu memperoleh dan mengekstrak data. | [pelajaran](4-Data-Science-Lifecycle/14-Introduction/README.md) | [Jasmine](https://twitter.com/paladique) | +| 15 | Menganalisis | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Fase siklus hidup ilmu data yang berfokus pada teknik analisis data. | [pelajaran](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | | | +| 16 | Komunikasi | [Siklus Hidup](4-Data-Science-Lifecycle/README.md) | Fase siklus hidup ilmu data yang berfokus pada penyajian wawasan dari data dengan cara yang memudahkan pengambil keputusan untuk memahami. | [pelajaran](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | | | | 17 | Ilmu Data di Cloud | [Data Cloud](5-Data-Science-In-Cloud/README.md) | Seri pelajaran ini memperkenalkan ilmu data di cloud dan manfaatnya. | [pelajaran](5-Data-Science-In-Cloud/17-Introduction/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | | 18 | Ilmu Data di Cloud | [Data Cloud](5-Data-Science-In-Cloud/README.md) | Melatih model menggunakan alat Low Code. |[pelajaran](5-Data-Science-In-Cloud/18-Low-Code/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | -| 19 | Ilmu Data di Cloud | [Data Cloud](5-Data-Science-In-Cloud/README.md) | Mendeploy model dengan Azure Machine Learning Studio. | [pelajaran](5-Data-Science-In-Cloud/19-Azure/README.md)| [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | -| 20 | Ilmu Data di Dunia Nyata | [Di Dunia Nyata](6-Data-Science-In-Wild/README.md) | Proyek-proyek berbasis ilmu data di dunia nyata. | [pelajaran](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | +| 19 | Ilmu Data di Cloud | [Data Cloud](5-Data-Science-In-Cloud/README.md) | Mendistribusikan model dengan Azure Machine Learning Studio. | [pelajaran](5-Data-Science-In-Cloud/19-Azure/README.md)| [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | +| 20 | Ilmu Data di Lapangan | [Di Lapangan](6-Data-Science-In-Wild/README.md) | Proyek-proyek ilmu data di dunia nyata. | [pelajaran](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | ## GitHub Codespaces -Ikuti langkah-langkah ini untuk membuka contoh ini dalam Codespace: -1. Klik menu drop-down Kode dan pilih opsi Buka dengan Codespaces. -2. Pilih + Codespace baru di bagian bawah panel. -Untuk informasi lebih lanjut, lihat [dokumentasi GitHub](https://docs.github.com/en/codespaces/developing-in-codespaces/creating-a-codespace-for-a-repository#creating-a-codespace). +Ikuti langkah berikut untuk membuka contoh ini di Codespace: +1. Klik menu tarik turun Code dan pilih opsi Open with Codespaces. +2. Pilih + New codespace di bagian bawah panel. +Untuk info lebih lanjut, lihat [dokumentasi GitHub](https://docs.github.com/en/codespaces/developing-in-codespaces/creating-a-codespace-for-a-repository#creating-a-codespace). ## VSCode Remote - Containers -Ikuti langkah-langkah ini untuk membuka repo ini dalam container menggunakan mesin lokal dan VSCode dengan ekstensi VS Code Remote - Containers: +Ikuti langkah berikut untuk membuka repo ini dalam container menggunakan mesin lokal dan VSCode dengan ekstensi VS Code Remote - Containers: -1. Jika ini adalah pertama kalinya Anda menggunakan container pengembangan, pastikan sistem Anda memenuhi prasyarat (misalnya sudah memasang Docker) dalam [dokumentasi memulai](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). +1. Jika ini pertama kali Anda menggunakan container pengembangan, pastikan sistem Anda memenuhi prasyarat (misalnya telah menginstal Docker) dalam [dokumentasi memulai](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). -Untuk menggunakan repositori ini, Anda bisa membuka repositori dalam volume Docker terisolasi: +Untuk menggunakan repositori ini, Anda dapat membuka repositori di volume Docker terisolasi: -**Catatan**: Di balik layar, ini akan menggunakan perintah Remote-Containers: **Clone Repository in Container Volume...** untuk mengkloning kode sumber dalam volume Docker, bukan di filesystem lokal. [Volume](https://docs.docker.com/storage/volumes/) adalah mekanisme yang disarankan untuk menyimpan data container. +**Catatan**: Secara teknis, ini akan menggunakan perintah Remote-Containers: **Clone Repository in Container Volume...** untuk mengkloning kode sumber di volume Docker alih-alih sistem file lokal. [Volumes](https://docs.docker.com/storage/volumes/) adalah mekanisme yang disarankan untuk menyimpan data container. -Atau buka salinan repositori yang sudah dikloning atau diunduh secara lokal: +Atau buka versi lokal yang sudah diklon atau diunduh dari repositori: -- Kloning repositori ini ke filesystem lokal Anda. +- Kloning repositori ini ke sistem file lokal Anda. - Tekan F1 dan pilih perintah **Remote-Containers: Open Folder in Container...**. -- Pilih salinan folder yang sudah dikloning, tunggu container mulai, dan coba gunakan. +- Pilih salinan folder yang sudah diklon, tunggu kontainer mulai, dan coba gunakan. ## Akses Offline -Anda dapat menjalankan dokumentasi ini secara offline dengan menggunakan [Docsify](https://docsify.js.org/#/). Fork repositori ini, [pasang Docsify](https://docsify.js.org/#/quickstart) di mesin lokal Anda, kemudian di folder root repositori ini, ketik `docsify serve`. Situs web akan dilayani di port 3000 pada localhost Anda: `localhost:3000`. +Anda dapat menjalankan dokumentasi ini secara offline dengan menggunakan [Docsify](https://docsify.js.org/#/). Fork repo ini, [instal Docsify](https://docsify.js.org/#/quickstart) di mesin lokal Anda, lalu di folder root repo ini, ketik `docsify serve`. Situs web akan dilayani di port 3000 pada localhost Anda: `localhost:3000`. > Catatan, notebook tidak akan dirender melalui Docsify, jadi saat Anda perlu menjalankan notebook, lakukan secara terpisah di VS Code yang menjalankan kernel Python. -## Kurikulum Lain +## Kurikulum Lainnya -Tim kami juga membuat kurikulum lain! Cek: +Tim kami juga memproduksi kurikulum lain! Lihat: ### LangChain @@ -246,11 +237,11 @@ Tim kami juga membuat kurikulum lain! Cek: **Mengalami masalah?** Periksa [Panduan Pemecahan Masalah](TROUBLESHOOTING.md) kami untuk solusi atas masalah umum. -Jika Anda mengalami kesulitan atau memiliki pertanyaan tentang membangun aplikasi AI. Bergabunglah dengan sesama pembelajar dan pengembang berpengalaman dalam diskusi tentang MCP. Ini adalah komunitas yang mendukung di mana pertanyaan diterima dan pengetahuan dibagikan dengan bebas. +Jika Anda mengalami kebuntuan atau memiliki pertanyaan tentang membangun aplikasi AI. Bergabunglah dengan sesama pelajar dan pengembang berpengalaman dalam diskusi tentang MCP. Ini adalah komunitas yang mendukung di mana pertanyaan dipersilakan dan pengetahuan dibagikan secara bebas. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Jika Anda memiliki umpan balik produk atau mengalami kesalahan saat membangun kunjungi: +Jika Anda memiliki masukan produk atau menemukan kesalahan saat membangun kunjungi: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) @@ -258,5 +249,5 @@ Jika Anda memiliki umpan balik produk atau mengalami kesalahan saat membangun ku **Penafian**: -Dokumen ini telah diterjemahkan menggunakan layanan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berupaya untuk mencapai ketepatan, harap dicatat bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidakakuratan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang berwenang. Untuk informasi penting, disarankan menggunakan terjemahan profesional oleh penerjemah manusia. Kami tidak bertanggung jawab atas kesalahpahaman atau salah tafsir yang timbul dari penggunaan terjemahan ini. +Dokumen ini telah diterjemahkan menggunakan layanan penerjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berupaya mencapai akurasi, harap ketahui bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidakakuratan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang sah dan utama. Untuk informasi penting, disarankan menggunakan penerjemahan profesional oleh manusia. Kami tidak bertanggung jawab atas kesalahpahaman atau penafsiran yang keliru yang timbul dari penggunaan terjemahan ini. \ No newline at end of file diff --git a/translations/id/SECURITY.md b/translations/id/SECURITY.md index 7445ff6c..f35aca81 100644 --- a/translations/id/SECURITY.md +++ b/translations/id/SECURITY.md @@ -1,12 +1,3 @@ - ## Keamanan Microsoft sangat memperhatikan keamanan produk dan layanan perangkat lunaknya, termasuk semua repositori kode sumber yang dikelola melalui organisasi GitHub kami, seperti [Microsoft](https://github.com/Microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet), [Xamarin](https://github.com/xamarin), dan [organisasi GitHub kami lainnya](https://opensource.microsoft.com/). diff --git a/translations/id/SUPPORT.md b/translations/id/SUPPORT.md index e79e8bb1..09a69193 100644 --- a/translations/id/SUPPORT.md +++ b/translations/id/SUPPORT.md @@ -1,12 +1,3 @@ - # Dukungan ## Cara melaporkan masalah dan mendapatkan bantuan diff --git a/translations/id/TROUBLESHOOTING.md b/translations/id/TROUBLESHOOTING.md index ebf5fdcf..80b75c30 100644 --- a/translations/id/TROUBLESHOOTING.md +++ b/translations/id/TROUBLESHOOTING.md @@ -1,12 +1,3 @@ - # Panduan Pemecahan Masalah Panduan ini memberikan solusi untuk masalah umum yang mungkin Anda temui saat bekerja dengan kurikulum Data Science untuk Pemula. diff --git a/translations/id/USAGE.md b/translations/id/USAGE.md index 7293dfcf..9ee410b5 100644 --- a/translations/id/USAGE.md +++ b/translations/id/USAGE.md @@ -1,12 +1,3 @@ - # Panduan Penggunaan Panduan ini menyediakan contoh dan alur kerja umum untuk menggunakan kurikulum Data Science untuk Pemula. diff --git a/translations/id/docs/_sidebar.md b/translations/id/docs/_sidebar.md index 0ad5f437..da72820b 100644 --- a/translations/id/docs/_sidebar.md +++ b/translations/id/docs/_sidebar.md @@ -1,12 +1,3 @@ - - Pendahuluan - [Mendefinisikan Data Science](../1-Introduction/01-defining-data-science/README.md) - [Etika Data Science](../1-Introduction/02-ethics/README.md) diff --git a/translations/id/examples/README.md b/translations/id/examples/README.md index 9151b784..4e6cf956 100644 --- a/translations/id/examples/README.md +++ b/translations/id/examples/README.md @@ -1,12 +1,3 @@ - # Contoh Data Science untuk Pemula Selamat datang di direktori contoh! Koleksi contoh sederhana dengan komentar yang jelas ini dirancang untuk membantu Anda memulai dengan data science, bahkan jika Anda benar-benar pemula. diff --git a/translations/id/for-teachers.md b/translations/id/for-teachers.md index 8455d1c0..6394bea0 100644 --- a/translations/id/for-teachers.md +++ b/translations/id/for-teachers.md @@ -1,12 +1,3 @@ - ## Untuk Pendidik Apakah Anda ingin menggunakan kurikulum ini di kelas Anda? Silakan saja! diff --git a/translations/id/quiz-app/README.md b/translations/id/quiz-app/README.md index 6a81683f..0d331b9c 100644 --- a/translations/id/quiz-app/README.md +++ b/translations/id/quiz-app/README.md @@ -1,12 +1,3 @@ - # Kuis Kuis-kuis ini adalah kuis sebelum dan sesudah pelajaran untuk kurikulum data science di https://aka.ms/datascience-beginners diff --git a/translations/id/sketchnotes/README.md b/translations/id/sketchnotes/README.md index 32950255..d4e54dd7 100644 --- a/translations/id/sketchnotes/README.md +++ b/translations/id/sketchnotes/README.md @@ -1,12 +1,3 @@ - Temukan semua sketchnote di sini! ## Kredit diff --git a/translations/ms/.co-op-translator.json b/translations/ms/.co-op-translator.json new file mode 100644 index 00000000..66fc73dc --- /dev/null +++ b/translations/ms/.co-op-translator.json @@ -0,0 +1,422 @@ +{ + "1-Introduction/01-defining-data-science/README.md": { + "original_hash": "43212cc1ac137b7bb1dcfb37ca06b0f4", + "translation_date": "2025-10-25T19:01:16+00:00", + "source_file": "1-Introduction/01-defining-data-science/README.md", + "language_code": "ms" + }, + "1-Introduction/01-defining-data-science/assignment.md": { + "original_hash": "4e0f1773b9bee1be3b28f9fe2c71b3de", + "translation_date": "2025-08-28T18:57:50+00:00", + "source_file": "1-Introduction/01-defining-data-science/assignment.md", + "language_code": "ms" + }, + "1-Introduction/01-defining-data-science/solution/assignment.md": { + "original_hash": "a8f79b9c0484c35b4f26e8aec7fc4d56", + "translation_date": "2025-08-28T18:58:26+00:00", + "source_file": "1-Introduction/01-defining-data-science/solution/assignment.md", + "language_code": "ms" + }, + "1-Introduction/02-ethics/README.md": { + "original_hash": "58860ce9a4b8a564003d2752f7c72851", + "translation_date": "2025-10-03T16:47:34+00:00", + "source_file": "1-Introduction/02-ethics/README.md", + "language_code": "ms" + }, + "1-Introduction/02-ethics/assignment.md": { + "original_hash": "b588c0fc73014f52520c666efc3e0cc3", + "translation_date": "2025-08-28T19:05:59+00:00", + "source_file": "1-Introduction/02-ethics/assignment.md", + "language_code": "ms" + }, + "1-Introduction/03-defining-data/README.md": { + "original_hash": "12339119c0165da569a93ddba05f9339", + "translation_date": "2025-09-06T00:14:22+00:00", + "source_file": "1-Introduction/03-defining-data/README.md", + "language_code": "ms" + }, + "1-Introduction/03-defining-data/assignment.md": { + "original_hash": "2e5cacb967c1e9dfd07809bfc441a0b4", + "translation_date": "2025-08-28T19:00:46+00:00", + "source_file": "1-Introduction/03-defining-data/assignment.md", + "language_code": "ms" + }, + "1-Introduction/04-stats-and-probability/README.md": { + "original_hash": "ce95884566a74db72572cd51f0cb25ad", + "translation_date": "2025-09-06T13:54:28+00:00", + "source_file": "1-Introduction/04-stats-and-probability/README.md", + "language_code": "ms" + }, + "1-Introduction/04-stats-and-probability/assignment.md": { + "original_hash": "01d1b493e8b51a6ebb42524f6b1bcfff", + "translation_date": "2025-08-28T18:54:16+00:00", + "source_file": "1-Introduction/04-stats-and-probability/assignment.md", + "language_code": "ms" + }, + "1-Introduction/README.md": { + "original_hash": "696a8474a01054281704cbfb09148949", + "translation_date": "2025-08-28T18:49:53+00:00", + "source_file": "1-Introduction/README.md", + "language_code": "ms" + }, + "2-Working-With-Data/05-relational-databases/README.md": { + "original_hash": "11739c7b40e7c6b16ad29e3df4e65862", + "translation_date": "2025-12-19T11:52:28+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/README.md", + "language_code": "ms" + }, + "2-Working-With-Data/05-relational-databases/assignment.md": { + "original_hash": "25b37acdfb2452917c1aa2e2ca44317a", + "translation_date": "2025-10-24T09:57:08+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/assignment.md", + "language_code": "ms" + }, + "2-Working-With-Data/06-non-relational/README.md": { + "original_hash": "c182e87f9f80be7e7cdffc7b40bbfccf", + "translation_date": "2025-09-06T00:04:33+00:00", + "source_file": "2-Working-With-Data/06-non-relational/README.md", + "language_code": "ms" + }, + "2-Working-With-Data/06-non-relational/assignment.md": { + "original_hash": "f824bfdb8b12d33293913f76f5c787c5", + "translation_date": "2025-08-28T18:07:36+00:00", + "source_file": "2-Working-With-Data/06-non-relational/assignment.md", + "language_code": "ms" + }, + "2-Working-With-Data/07-python/README.md": { + "original_hash": "7bfec050f4717dcc2dfd028aca9d21f3", + "translation_date": "2025-09-06T15:52:57+00:00", + "source_file": "2-Working-With-Data/07-python/README.md", + "language_code": "ms" + }, + "2-Working-With-Data/07-python/assignment.md": { + "original_hash": "dc8f035ce92e4eaa078ab19caa68267a", + "translation_date": "2025-08-28T18:12:01+00:00", + "source_file": "2-Working-With-Data/07-python/assignment.md", + "language_code": "ms" + }, + "2-Working-With-Data/08-data-preparation/README.md": { + "original_hash": "1b560955ff39a2bcf2a049fce474a951", + "translation_date": "2025-09-06T00:06:38+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/README.md", + "language_code": "ms" + }, + "2-Working-With-Data/08-data-preparation/assignment.md": { + "original_hash": "f9d5a7275e046223fa6474477674b810", + "translation_date": "2025-08-28T18:18:24+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/assignment.md", + "language_code": "ms" + }, + "2-Working-With-Data/README.md": { + "original_hash": "abc3309ab41bc5a7846f70ee1a055838", + "translation_date": "2025-08-28T18:05:22+00:00", + "source_file": "2-Working-With-Data/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/09-visualization-quantities/README.md": { + "original_hash": "a49d78e32e280c410f04e5f2a2068e77", + "translation_date": "2025-09-06T00:09:58+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/09-visualization-quantities/assignment.md": { + "original_hash": "ad163c4fda72c8278280b61cad317ff4", + "translation_date": "2025-08-28T18:42:54+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/10-visualization-distributions/README.md": { + "original_hash": "80a20467e046d312809d008395051fc7", + "translation_date": "2025-09-06T00:11:18+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/10-visualization-distributions/assignment.md": { + "original_hash": "40eeb9b9f94009c537c7811f9f27f037", + "translation_date": "2025-08-28T18:49:29+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/11-visualization-proportions/README.md": { + "original_hash": "42119bcc97bee88254e381156d770f3c", + "translation_date": "2025-09-06T00:09:29+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/11-visualization-proportions/assignment.md": { + "original_hash": "1e00fe6a244c2f8f9a794c862661dd4f", + "translation_date": "2025-08-28T18:40:57+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/12-visualization-relationships/README.md": { + "original_hash": "0764fd4077f3f04a1d968ec371227744", + "translation_date": "2025-09-06T11:43:27+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/12-visualization-relationships/assignment.md": { + "original_hash": "680419753c086eef51be86607c623945", + "translation_date": "2025-08-28T18:47:38+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/13-meaningful-visualizations/README.md": { + "original_hash": "cfb068050337a36e348debaa502a24fa", + "translation_date": "2025-09-06T00:10:20+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/13-meaningful-visualizations/assignment.md": { + "original_hash": "e56df4c0f49357e30ac8fc77aa439dd4", + "translation_date": "2025-08-28T18:45:03+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/13-meaningful-visualizations/solution/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T18:45:22+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/solution/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/13-meaningful-visualizations/starter/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T18:45:40+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/starter/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/09-visualization-quantities/README.md": { + "original_hash": "22acf28f518a4769ea14fa42f4734b9f", + "translation_date": "2025-08-28T18:31:55+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/09-visualization-quantities/assignment.md": { + "original_hash": "0ea21b6513df5ade7419c6b7d65f10b1", + "translation_date": "2025-08-28T18:32:58+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/10-visualization-distributions/README.md": { + "original_hash": "ea67c0c40808fd723594de6896c37ccf", + "translation_date": "2025-08-28T18:36:11+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/10-visualization-distributions/assignment.md": { + "original_hash": "a233d542512136c4dd29aad38ca0175f", + "translation_date": "2025-08-28T18:36:55+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/assignment.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/11-visualization-proportions/README.md": { + "original_hash": "47028abaaafa2bcb1079702d20569066", + "translation_date": "2025-08-28T18:30:10+00:00", + "source_file": "3-Data-Visualization/R/11-visualization-proportions/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/12-visualization-relationships/README.md": { + "original_hash": "a33c5d4b4156a2b41788d8720b6f724c", + "translation_date": "2025-08-28T18:34:15+00:00", + "source_file": "3-Data-Visualization/R/12-visualization-relationships/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/R/13-meaningful-vizualizations/README.md": { + "original_hash": "b4039f1c76548d144a0aee0bf28304ec", + "translation_date": "2025-08-28T18:38:17+00:00", + "source_file": "3-Data-Visualization/R/13-meaningful-vizualizations/README.md", + "language_code": "ms" + }, + "3-Data-Visualization/README.md": { + "original_hash": "1441550a0d789796b2821e04f7f4cc94", + "translation_date": "2025-08-28T18:28:59+00:00", + "source_file": "3-Data-Visualization/README.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/14-Introduction/README.md": { + "original_hash": "07e12a25d20b8f191e3cb651c27fdb2b", + "translation_date": "2025-09-06T21:22:46+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/README.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/14-Introduction/assignment.md": { + "original_hash": "564445c39ad29a491abcb9356fc4d47d", + "translation_date": "2025-08-28T18:24:18+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/assignment.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/15-analyzing/README.md": { + "original_hash": "661dad02c3ac239644d34c1eb51e76f8", + "translation_date": "2025-09-06T21:22:03+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/README.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/15-analyzing/assignment.md": { + "original_hash": "fcc7547171f4530f159676dd73ed772e", + "translation_date": "2025-08-28T18:20:41+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/assignment.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/16-communication/README.md": { + "original_hash": "215a3254ba5a222a57c5bb0192cea8e3", + "translation_date": "2025-09-06T21:23:12+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/README.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/16-communication/assignment.md": { + "original_hash": "8980d7efd101c82d6d6ffc3458214120", + "translation_date": "2025-08-28T18:28:20+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/assignment.md", + "language_code": "ms" + }, + "4-Data-Science-Lifecycle/README.md": { + "original_hash": "dd173fd30fc039a7a299898920680723", + "translation_date": "2025-08-28T18:19:17+00:00", + "source_file": "4-Data-Science-Lifecycle/README.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/17-Introduction/README.md": { + "original_hash": "5f8e7cdefa096664ae86f795be571580", + "translation_date": "2025-09-06T00:03:23+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/README.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/17-Introduction/assignment.md": { + "original_hash": "96f3696153d9ed54b19a1bb65438c104", + "translation_date": "2025-08-28T18:01:04+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/assignment.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/18-Low-Code/README.md": { + "original_hash": "bd4da10766c64fce4294a98f6479dfb0", + "translation_date": "2025-09-06T00:01:53+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/README.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/18-Low-Code/assignment.md": { + "original_hash": "8fdc4a5fd9bc27a8d2ebef995dfbf73f", + "translation_date": "2025-08-28T17:58:58+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/assignment.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/19-Azure/README.md": { + "original_hash": "472d3fab1c5be50f387336e7a686dbe1", + "translation_date": "2025-09-06T00:03:47+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/README.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/19-Azure/assignment.md": { + "original_hash": "386efdbc19786951341f6956247ee990", + "translation_date": "2025-08-28T18:04:53+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/assignment.md", + "language_code": "ms" + }, + "5-Data-Science-In-Cloud/README.md": { + "original_hash": "8dfe141a0f46f7d253e07f74913c7f44", + "translation_date": "2025-08-28T17:54:10+00:00", + "source_file": "5-Data-Science-In-Cloud/README.md", + "language_code": "ms" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/README.md": { + "original_hash": "0f67a4139454816631526779a456b734", + "translation_date": "2025-09-06T18:38:19+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/README.md", + "language_code": "ms" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md": { + "original_hash": "d1e05715f9d97de6c4f1fb0c5a4702c0", + "translation_date": "2025-08-28T19:10:14+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md", + "language_code": "ms" + }, + "6-Data-Science-In-Wild/README.md": { + "original_hash": "07faf02ff163e609edf0b0308dc5d4e6", + "translation_date": "2025-08-28T19:07:10+00:00", + "source_file": "6-Data-Science-In-Wild/README.md", + "language_code": "ms" + }, + "AGENTS.md": { + "original_hash": "cc2e18ab65df63e75d3619c4752e9b22", + "translation_date": "2025-10-03T11:31:51+00:00", + "source_file": "AGENTS.md", + "language_code": "ms" + }, + "CODE_OF_CONDUCT.md": { + "original_hash": "c06b12caf3c901eb3156e3dd5b0aea56", + "translation_date": "2025-08-28T17:53:45+00:00", + "source_file": "CODE_OF_CONDUCT.md", + "language_code": "ms" + }, + "CONTRIBUTING.md": { + "original_hash": "10f86fb29b5407088445ac803b3d0ed1", + "translation_date": "2025-10-03T14:22:06+00:00", + "source_file": "CONTRIBUTING.md", + "language_code": "ms" + }, + "INSTALLATION.md": { + "original_hash": "a64d8afa22ffcc2016bb239188d6acb1", + "translation_date": "2025-10-03T15:23:26+00:00", + "source_file": "INSTALLATION.md", + "language_code": "ms" + }, + "README.md": { + "original_hash": "8ec92ecfeb14923af733851239552146", + "translation_date": "2026-01-30T02:10:21+00:00", + "source_file": "README.md", + "language_code": "ms" + }, + "SECURITY.md": { + "original_hash": "0d575483100c332b2dbaefef915bb3c4", + "translation_date": "2025-08-28T17:52:36+00:00", + "source_file": "SECURITY.md", + "language_code": "ms" + }, + "SUPPORT.md": { + "original_hash": "872be8bc1b93ef1dd9ac3d6e8f99f6ab", + "translation_date": "2025-08-28T17:51:33+00:00", + "source_file": "SUPPORT.md", + "language_code": "ms" + }, + "TROUBLESHOOTING.md": { + "original_hash": "93a6a8a8a209128cbfedcbc076ee21b0", + "translation_date": "2025-10-03T15:44:12+00:00", + "source_file": "TROUBLESHOOTING.md", + "language_code": "ms" + }, + "USAGE.md": { + "original_hash": "f546349678757508d69ce9e1d2688446", + "translation_date": "2025-10-03T15:07:04+00:00", + "source_file": "USAGE.md", + "language_code": "ms" + }, + "docs/_sidebar.md": { + "original_hash": "3767555b3cc28a2865c79202f4374204", + "translation_date": "2025-08-28T18:18:52+00:00", + "source_file": "docs/_sidebar.md", + "language_code": "ms" + }, + "examples/README.md": { + "original_hash": "9bef7fd96c8f262339933117d9b3e342", + "translation_date": "2025-10-03T13:05:23+00:00", + "source_file": "examples/README.md", + "language_code": "ms" + }, + "for-teachers.md": { + "original_hash": "f7440be10c17a8a9262713af3d2818a9", + "translation_date": "2025-09-06T19:59:31+00:00", + "source_file": "for-teachers.md", + "language_code": "ms" + }, + "quiz-app/README.md": { + "original_hash": "e92c33ea498915a13c9aec162616db18", + "translation_date": "2025-08-28T19:06:45+00:00", + "source_file": "quiz-app/README.md", + "language_code": "ms" + }, + "sketchnotes/README.md": { + "original_hash": "3a848466cb63aff1a93411affb152c2a", + "translation_date": "2025-08-28T19:10:41+00:00", + "source_file": "sketchnotes/README.md", + "language_code": "ms" + } +} \ No newline at end of file diff --git a/translations/ms/1-Introduction/01-defining-data-science/README.md b/translations/ms/1-Introduction/01-defining-data-science/README.md index 61cc3162..ba076570 100644 --- a/translations/ms/1-Introduction/01-defining-data-science/README.md +++ b/translations/ms/1-Introduction/01-defining-data-science/README.md @@ -1,12 +1,3 @@ - # Mendefinisikan Sains Data | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/01-Definitions.png) | diff --git a/translations/ms/1-Introduction/01-defining-data-science/assignment.md b/translations/ms/1-Introduction/01-defining-data-science/assignment.md index 5c9f801f..04a2cd78 100644 --- a/translations/ms/1-Introduction/01-defining-data-science/assignment.md +++ b/translations/ms/1-Introduction/01-defining-data-science/assignment.md @@ -1,12 +1,3 @@ - # Tugasan: Senario Sains Data Dalam tugasan pertama ini, kami meminta anda untuk memikirkan tentang beberapa proses atau masalah kehidupan sebenar dalam pelbagai domain masalah, dan bagaimana anda boleh memperbaikinya menggunakan proses Sains Data. Fikirkan perkara berikut: diff --git a/translations/ms/1-Introduction/01-defining-data-science/solution/assignment.md b/translations/ms/1-Introduction/01-defining-data-science/solution/assignment.md index dea75c77..aa1e3f5e 100644 --- a/translations/ms/1-Introduction/01-defining-data-science/solution/assignment.md +++ b/translations/ms/1-Introduction/01-defining-data-science/solution/assignment.md @@ -1,12 +1,3 @@ - # Tugasan: Senario Sains Data Dalam tugasan pertama ini, kami meminta anda untuk memikirkan tentang beberapa proses atau masalah kehidupan sebenar dalam pelbagai domain masalah, dan bagaimana anda boleh memperbaikinya menggunakan proses Sains Data. Fikirkan perkara berikut: diff --git a/translations/ms/1-Introduction/02-ethics/README.md b/translations/ms/1-Introduction/02-ethics/README.md index f6686487..ae38d1d9 100644 --- a/translations/ms/1-Introduction/02-ethics/README.md +++ b/translations/ms/1-Introduction/02-ethics/README.md @@ -1,12 +1,3 @@ - # Pengenalan kepada Etika Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/02-Ethics.png)| diff --git a/translations/ms/1-Introduction/02-ethics/assignment.md b/translations/ms/1-Introduction/02-ethics/assignment.md index 849ef4f2..c7235bfd 100644 --- a/translations/ms/1-Introduction/02-ethics/assignment.md +++ b/translations/ms/1-Introduction/02-ethics/assignment.md @@ -1,12 +1,3 @@ - ## Tulis Kajian Kes Etika Data ## Arahan diff --git a/translations/ms/1-Introduction/03-defining-data/README.md b/translations/ms/1-Introduction/03-defining-data/README.md index 29996c52..9ddf0fd7 100644 --- a/translations/ms/1-Introduction/03-defining-data/README.md +++ b/translations/ms/1-Introduction/03-defining-data/README.md @@ -1,12 +1,3 @@ - # Mendefinisikan Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/03-DefiningData.png)| diff --git a/translations/ms/1-Introduction/03-defining-data/assignment.md b/translations/ms/1-Introduction/03-defining-data/assignment.md index f9991fbc..b0dd8fd6 100644 --- a/translations/ms/1-Introduction/03-defining-data/assignment.md +++ b/translations/ms/1-Introduction/03-defining-data/assignment.md @@ -1,12 +1,3 @@ - # Mengklasifikasikan Set Data ## Arahan diff --git a/translations/ms/1-Introduction/04-stats-and-probability/README.md b/translations/ms/1-Introduction/04-stats-and-probability/README.md index 96eeeb11..072540c2 100644 --- a/translations/ms/1-Introduction/04-stats-and-probability/README.md +++ b/translations/ms/1-Introduction/04-stats-and-probability/README.md @@ -1,12 +1,3 @@ - # Pengenalan Ringkas kepada Statistik dan Kebarangkalian |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/04-Statistics-Probability.png)| @@ -64,7 +55,7 @@ Untuk membantu kita memahami taburan data, adalah berguna untuk bercakap tentang Secara grafik, kita boleh mewakili hubungan antara median dan kuartil dalam diagram yang dipanggil **plot kotak**: -Penjelasan Plot Kotak +Penjelasan Plot Kotak Di sini kita juga mengira **jarak antara kuartil** IQR=Q3-Q1, dan apa yang dipanggil **outlier** - nilai yang berada di luar sempadan [Q1-1.5*IQR,Q3+1.5*IQR]. diff --git a/translations/ms/1-Introduction/04-stats-and-probability/assignment.md b/translations/ms/1-Introduction/04-stats-and-probability/assignment.md index 1c827a91..911e2cdc 100644 --- a/translations/ms/1-Introduction/04-stats-and-probability/assignment.md +++ b/translations/ms/1-Introduction/04-stats-and-probability/assignment.md @@ -1,12 +1,3 @@ - # Kajian Kecil Diabetes Dalam tugasan ini, kita akan bekerja dengan dataset kecil pesakit diabetes yang diambil dari [sini](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html). diff --git a/translations/ms/1-Introduction/README.md b/translations/ms/1-Introduction/README.md index 793b56e1..a11e7c67 100644 --- a/translations/ms/1-Introduction/README.md +++ b/translations/ms/1-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengenalan kepada Sains Data ![data in action](../../../translated_images/ms/data.48e22bb7617d8d92188afbc4c48effb920ba79f5cebdc0652cd9f34bbbd90c18.jpg) diff --git a/translations/ms/2-Working-With-Data/05-relational-databases/README.md b/translations/ms/2-Working-With-Data/05-relational-databases/README.md index 2249b849..97b2c67b 100644 --- a/translations/ms/2-Working-With-Data/05-relational-databases/README.md +++ b/translations/ms/2-Working-With-Data/05-relational-databases/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Pangkalan Data Relasi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/05-RelationalData.png)| diff --git a/translations/ms/2-Working-With-Data/05-relational-databases/assignment.md b/translations/ms/2-Working-With-Data/05-relational-databases/assignment.md index 4b971558..c3a5ae0f 100644 --- a/translations/ms/2-Working-With-Data/05-relational-databases/assignment.md +++ b/translations/ms/2-Working-With-Data/05-relational-databases/assignment.md @@ -1,12 +1,3 @@ - # Memaparkan data lapangan terbang Anda telah diberikan [pangkalan data](https://raw.githubusercontent.com/Microsoft/Data-Science-For-Beginners/main/2-Working-With-Data/05-relational-databases/airports.db) yang dibina menggunakan [SQLite](https://sqlite.org/index.html) yang mengandungi maklumat tentang lapangan terbang. Skema ditunjukkan di bawah. Anda akan menggunakan [SQLite extension](https://marketplace.visualstudio.com/items?itemName=alexcvzz.vscode-sqlite&WT.mc_id=academic-77958-bethanycheum) dalam [Visual Studio Code](https://code.visualstudio.com?WT.mc_id=academic-77958-bethanycheum) untuk memaparkan maklumat tentang lapangan terbang di pelbagai bandar. diff --git a/translations/ms/2-Working-With-Data/06-non-relational/README.md b/translations/ms/2-Working-With-Data/06-non-relational/README.md index ac5a98f0..41f75e25 100644 --- a/translations/ms/2-Working-With-Data/06-non-relational/README.md +++ b/translations/ms/2-Working-With-Data/06-non-relational/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Data Tidak Relasional |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/06-NoSQL.png)| diff --git a/translations/ms/2-Working-With-Data/06-non-relational/assignment.md b/translations/ms/2-Working-With-Data/06-non-relational/assignment.md index 6d85dc5d..b3da5b75 100644 --- a/translations/ms/2-Working-With-Data/06-non-relational/assignment.md +++ b/translations/ms/2-Working-With-Data/06-non-relational/assignment.md @@ -1,12 +1,3 @@ - # Keuntungan Soda ## Arahan diff --git a/translations/ms/2-Working-With-Data/07-python/README.md b/translations/ms/2-Working-With-Data/07-python/README.md index 6fa2b377..17407ace 100644 --- a/translations/ms/2-Working-With-Data/07-python/README.md +++ b/translations/ms/2-Working-With-Data/07-python/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Python dan Perpustakaan Pandas | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/07-WorkWithPython.png) | diff --git a/translations/ms/2-Working-With-Data/07-python/assignment.md b/translations/ms/2-Working-With-Data/07-python/assignment.md index a9822cde..3956936d 100644 --- a/translations/ms/2-Working-With-Data/07-python/assignment.md +++ b/translations/ms/2-Working-With-Data/07-python/assignment.md @@ -1,12 +1,3 @@ - # Tugasan untuk Pemprosesan Data dalam Python Dalam tugasan ini, kami akan meminta anda untuk menghuraikan kod yang telah kami mula bangunkan dalam cabaran kami. Tugasan ini terdiri daripada dua bahagian: diff --git a/translations/ms/2-Working-With-Data/08-data-preparation/README.md b/translations/ms/2-Working-With-Data/08-data-preparation/README.md index 7c4ba5fa..2da8fb6a 100644 --- a/translations/ms/2-Working-With-Data/08-data-preparation/README.md +++ b/translations/ms/2-Working-With-Data/08-data-preparation/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data: Penyediaan Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/08-DataPreparation.png)| diff --git a/translations/ms/2-Working-With-Data/08-data-preparation/assignment.md b/translations/ms/2-Working-With-Data/08-data-preparation/assignment.md index 51ab4c6b..b998f6bd 100644 --- a/translations/ms/2-Working-With-Data/08-data-preparation/assignment.md +++ b/translations/ms/2-Working-With-Data/08-data-preparation/assignment.md @@ -1,12 +1,3 @@ - # Menilai Data daripada Borang Seorang pelanggan telah menguji [borang kecil](../../../../2-Working-With-Data/08-data-preparation/index.html) untuk mengumpulkan beberapa data asas tentang pangkalan pelanggan mereka. Mereka telah membawa penemuan mereka kepada anda untuk mengesahkan data yang telah mereka kumpulkan. Anda boleh membuka halaman `index.html` dalam pelayar untuk melihat borang tersebut. diff --git a/translations/ms/2-Working-With-Data/README.md b/translations/ms/2-Working-With-Data/README.md index be0f478b..b80e04be 100644 --- a/translations/ms/2-Working-With-Data/README.md +++ b/translations/ms/2-Working-With-Data/README.md @@ -1,12 +1,3 @@ - # Bekerja dengan Data ![data love](../../../translated_images/ms/data-love.a22ef29e6742c852505ada062920956d3d7604870b281a8ca7c7ac6f37381d5a.jpg) diff --git a/translations/ms/3-Data-Visualization/09-visualization-quantities/README.md b/translations/ms/3-Data-Visualization/09-visualization-quantities/README.md index 8a9834b6..e62bb872 100644 --- a/translations/ms/3-Data-Visualization/09-visualization-quantities/README.md +++ b/translations/ms/3-Data-Visualization/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Kuantiti |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/09-Visualizing-Quantities.png)| diff --git a/translations/ms/3-Data-Visualization/09-visualization-quantities/assignment.md b/translations/ms/3-Data-Visualization/09-visualization-quantities/assignment.md index 5a8544ad..c917e21d 100644 --- a/translations/ms/3-Data-Visualization/09-visualization-quantities/assignment.md +++ b/translations/ms/3-Data-Visualization/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Garisan, Taburan dan Bar ## Arahan diff --git a/translations/ms/3-Data-Visualization/10-visualization-distributions/README.md b/translations/ms/3-Data-Visualization/10-visualization-distributions/README.md index 00a99bc0..5f43b1e0 100644 --- a/translations/ms/3-Data-Visualization/10-visualization-distributions/README.md +++ b/translations/ms/3-Data-Visualization/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Taburan |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/ms/3-Data-Visualization/10-visualization-distributions/assignment.md b/translations/ms/3-Data-Visualization/10-visualization-distributions/assignment.md index 3a6a8d1d..6cec9691 100644 --- a/translations/ms/3-Data-Visualization/10-visualization-distributions/assignment.md +++ b/translations/ms/3-Data-Visualization/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # Gunakan Kemahiran Anda ## Arahan diff --git a/translations/ms/3-Data-Visualization/11-visualization-proportions/README.md b/translations/ms/3-Data-Visualization/11-visualization-proportions/README.md index d17362db..b90c113a 100644 --- a/translations/ms/3-Data-Visualization/11-visualization-proportions/README.md +++ b/translations/ms/3-Data-Visualization/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Perkadaran |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/ms/3-Data-Visualization/11-visualization-proportions/assignment.md b/translations/ms/3-Data-Visualization/11-visualization-proportions/assignment.md index c2031bd1..68d051cd 100644 --- a/translations/ms/3-Data-Visualization/11-visualization-proportions/assignment.md +++ b/translations/ms/3-Data-Visualization/11-visualization-proportions/assignment.md @@ -1,12 +1,3 @@ - # Cuba di Excel ## Arahan diff --git a/translations/ms/3-Data-Visualization/12-visualization-relationships/README.md b/translations/ms/3-Data-Visualization/12-visualization-relationships/README.md index 842f7da3..5afcfe7f 100644 --- a/translations/ms/3-Data-Visualization/12-visualization-relationships/README.md +++ b/translations/ms/3-Data-Visualization/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Visualisasi Hubungan: Semua Tentang Madu ๐Ÿฏ |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/ms/3-Data-Visualization/12-visualization-relationships/assignment.md b/translations/ms/3-Data-Visualization/12-visualization-relationships/assignment.md index f25a6421..b8c7fc34 100644 --- a/translations/ms/3-Data-Visualization/12-visualization-relationships/assignment.md +++ b/translations/ms/3-Data-Visualization/12-visualization-relationships/assignment.md @@ -1,12 +1,3 @@ - # Menyelami Sarang Lebah ## Arahan diff --git a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/README.md b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/README.md index 5a7c9737..064275e5 100644 --- a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/README.md +++ b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/README.md @@ -1,12 +1,3 @@ - # Membuat Visualisasi yang Bermakna |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/assignment.md b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/assignment.md index 363f6d35..4bd0f373 100644 --- a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/assignment.md +++ b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/assignment.md @@ -1,12 +1,3 @@ - # Bina visualisasi tersuai anda sendiri ## Arahan diff --git a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/solution/README.md b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/solution/README.md index cb45cb18..4b71e822 100644 --- a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/solution/README.md +++ b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/solution/README.md @@ -1,12 +1,3 @@ - # Projek visualisasi data Dangerous Liaisons Untuk memulakan, pastikan anda mempunyai NPM dan Node yang berjalan di mesin anda. Pasang kebergantungan (npm install) dan kemudian jalankan projek secara tempatan (npm run serve): diff --git a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/starter/README.md b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/starter/README.md index 8181284d..d26522c1 100644 --- a/translations/ms/3-Data-Visualization/13-meaningful-visualizations/starter/README.md +++ b/translations/ms/3-Data-Visualization/13-meaningful-visualizations/starter/README.md @@ -1,12 +1,3 @@ - # Projek visualisasi data Dangerous Liaisons Untuk memulakan, pastikan anda mempunyai NPM dan Node yang berjalan pada mesin anda. Pasang kebergantungan (npm install) dan kemudian jalankan projek secara tempatan (npm run serve): diff --git a/translations/ms/3-Data-Visualization/R/09-visualization-quantities/README.md b/translations/ms/3-Data-Visualization/R/09-visualization-quantities/README.md index 85bd006e..f46c71fb 100644 --- a/translations/ms/3-Data-Visualization/R/09-visualization-quantities/README.md +++ b/translations/ms/3-Data-Visualization/R/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Kuantiti |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/09-Visualizing-Quantities.png)| |:---:| diff --git a/translations/ms/3-Data-Visualization/R/09-visualization-quantities/assignment.md b/translations/ms/3-Data-Visualization/R/09-visualization-quantities/assignment.md index 6328e563..aad7eaff 100644 --- a/translations/ms/3-Data-Visualization/R/09-visualization-quantities/assignment.md +++ b/translations/ms/3-Data-Visualization/R/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Garisan, Taburan dan Bar ## Arahan diff --git a/translations/ms/3-Data-Visualization/R/10-visualization-distributions/README.md b/translations/ms/3-Data-Visualization/R/10-visualization-distributions/README.md index e0e80de2..bedcf1e0 100644 --- a/translations/ms/3-Data-Visualization/R/10-visualization-distributions/README.md +++ b/translations/ms/3-Data-Visualization/R/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Taburan |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/ms/3-Data-Visualization/R/10-visualization-distributions/assignment.md b/translations/ms/3-Data-Visualization/R/10-visualization-distributions/assignment.md index 3db94823..77a302ca 100644 --- a/translations/ms/3-Data-Visualization/R/10-visualization-distributions/assignment.md +++ b/translations/ms/3-Data-Visualization/R/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # Gunakan kemahiran anda ## Arahan diff --git a/translations/ms/3-Data-Visualization/R/11-visualization-proportions/README.md b/translations/ms/3-Data-Visualization/R/11-visualization-proportions/README.md index b923f129..7c50da0f 100644 --- a/translations/ms/3-Data-Visualization/R/11-visualization-proportions/README.md +++ b/translations/ms/3-Data-Visualization/R/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Peratusan |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/ms/3-Data-Visualization/R/12-visualization-relationships/README.md b/translations/ms/3-Data-Visualization/R/12-visualization-relationships/README.md index b1d5d507..027c3d27 100644 --- a/translations/ms/3-Data-Visualization/R/12-visualization-relationships/README.md +++ b/translations/ms/3-Data-Visualization/R/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Memvisualkan Hubungan: Semua Tentang Madu ๐Ÿฏ |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/ms/3-Data-Visualization/R/13-meaningful-vizualizations/README.md b/translations/ms/3-Data-Visualization/R/13-meaningful-vizualizations/README.md index 1c238b94..cbe96c92 100644 --- a/translations/ms/3-Data-Visualization/R/13-meaningful-vizualizations/README.md +++ b/translations/ms/3-Data-Visualization/R/13-meaningful-vizualizations/README.md @@ -1,12 +1,3 @@ - # Membuat Visualisasi yang Bermakna |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/ms/3-Data-Visualization/README.md b/translations/ms/3-Data-Visualization/README.md index 6ed6b891..6d7f5d43 100644 --- a/translations/ms/3-Data-Visualization/README.md +++ b/translations/ms/3-Data-Visualization/README.md @@ -1,12 +1,3 @@ - # Visualisasi ![seekor lebah di atas bunga lavender](../../../translated_images/ms/bee.0aa1d91132b12e3a8994b9ca12816d05ce1642010d9b8be37f8d37365ba845cf.jpg) diff --git a/translations/ms/4-Data-Science-Lifecycle/14-Introduction/README.md b/translations/ms/4-Data-Science-Lifecycle/14-Introduction/README.md index dcb4b293..32b584f4 100644 --- a/translations/ms/4-Data-Science-Lifecycle/14-Introduction/README.md +++ b/translations/ms/4-Data-Science-Lifecycle/14-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengenalan kepada Kitaran Hayat Sains Data |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/14-DataScience-Lifecycle.png)| diff --git a/translations/ms/4-Data-Science-Lifecycle/14-Introduction/assignment.md b/translations/ms/4-Data-Science-Lifecycle/14-Introduction/assignment.md index 741c02ac..6742fb46 100644 --- a/translations/ms/4-Data-Science-Lifecycle/14-Introduction/assignment.md +++ b/translations/ms/4-Data-Science-Lifecycle/14-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Menilai Dataset Seorang klien telah mendekati pasukan anda untuk mendapatkan bantuan dalam menyelidik tabiat perbelanjaan bermusim pelanggan teksi di New York City. diff --git a/translations/ms/4-Data-Science-Lifecycle/15-analyzing/README.md b/translations/ms/4-Data-Science-Lifecycle/15-analyzing/README.md index b1e07f9a..8500c8d6 100644 --- a/translations/ms/4-Data-Science-Lifecycle/15-analyzing/README.md +++ b/translations/ms/4-Data-Science-Lifecycle/15-analyzing/README.md @@ -1,12 +1,3 @@ - # Kitaran Hayat Sains Data: Menganalisis |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/15-Analyzing.png)| diff --git a/translations/ms/4-Data-Science-Lifecycle/15-analyzing/assignment.md b/translations/ms/4-Data-Science-Lifecycle/15-analyzing/assignment.md index 0d468b9f..cba14397 100644 --- a/translations/ms/4-Data-Science-Lifecycle/15-analyzing/assignment.md +++ b/translations/ms/4-Data-Science-Lifecycle/15-analyzing/assignment.md @@ -1,12 +1,3 @@ - # Meneroka Jawapan Ini adalah sambungan kepada [tugasan](../14-Introduction/assignment.md) pelajaran sebelumnya, di mana kita telah melihat secara ringkas set data. Sekarang kita akan melihat data tersebut dengan lebih mendalam. diff --git a/translations/ms/4-Data-Science-Lifecycle/16-communication/README.md b/translations/ms/4-Data-Science-Lifecycle/16-communication/README.md index d5f6994d..7d4aae31 100644 --- a/translations/ms/4-Data-Science-Lifecycle/16-communication/README.md +++ b/translations/ms/4-Data-Science-Lifecycle/16-communication/README.md @@ -1,12 +1,3 @@ - # Kitaran Sains Data: Komunikasi |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/16-Communicating.png)| diff --git a/translations/ms/4-Data-Science-Lifecycle/16-communication/assignment.md b/translations/ms/4-Data-Science-Lifecycle/16-communication/assignment.md index e615af7e..3d32548a 100644 --- a/translations/ms/4-Data-Science-Lifecycle/16-communication/assignment.md +++ b/translations/ms/4-Data-Science-Lifecycle/16-communication/assignment.md @@ -1,12 +1,3 @@ - # Ceritakan sebuah kisah ## Arahan diff --git a/translations/ms/4-Data-Science-Lifecycle/README.md b/translations/ms/4-Data-Science-Lifecycle/README.md index e7e83454..75b87cb4 100644 --- a/translations/ms/4-Data-Science-Lifecycle/README.md +++ b/translations/ms/4-Data-Science-Lifecycle/README.md @@ -1,12 +1,3 @@ - # Kitaran Hayat Sains Data ![communication](../../../translated_images/ms/communication.06d8e2a88d30d168d661ad9f9f0a4f947ebff3719719cfdaf9ed00a406a01ead.jpg) diff --git a/translations/ms/5-Data-Science-In-Cloud/17-Introduction/README.md b/translations/ms/5-Data-Science-In-Cloud/17-Introduction/README.md index 1fe2fd9c..c6f6d3c4 100644 --- a/translations/ms/5-Data-Science-In-Cloud/17-Introduction/README.md +++ b/translations/ms/5-Data-Science-In-Cloud/17-Introduction/README.md @@ -1,12 +1,3 @@ - # Pengenalan kepada Sains Data di Awan |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/17-DataScience-Cloud.png)| diff --git a/translations/ms/5-Data-Science-In-Cloud/17-Introduction/assignment.md b/translations/ms/5-Data-Science-In-Cloud/17-Introduction/assignment.md index 676be5c1..dfe079c9 100644 --- a/translations/ms/5-Data-Science-In-Cloud/17-Introduction/assignment.md +++ b/translations/ms/5-Data-Science-In-Cloud/17-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Penyelidikan Pasaran ## Arahan diff --git a/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/README.md b/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/README.md index e47914a9..932587b9 100644 --- a/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/README.md +++ b/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/README.md @@ -1,12 +1,3 @@ - # Sains Data di Awan: Cara "Kod Rendah/Tiada Kod" |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/18-DataScience-Cloud.png)| diff --git a/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/assignment.md b/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/assignment.md index 9f9e2439..0ae09f0f 100644 --- a/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/assignment.md +++ b/translations/ms/5-Data-Science-In-Cloud/18-Low-Code/assignment.md @@ -1,12 +1,3 @@ - # Projek Sains Data Low code/No code di Azure ML ## Arahan diff --git a/translations/ms/5-Data-Science-In-Cloud/19-Azure/README.md b/translations/ms/5-Data-Science-In-Cloud/19-Azure/README.md index ba17b361..ac93d554 100644 --- a/translations/ms/5-Data-Science-In-Cloud/19-Azure/README.md +++ b/translations/ms/5-Data-Science-In-Cloud/19-Azure/README.md @@ -1,12 +1,3 @@ - # Sains Data di Awan: Cara "Azure ML SDK" |![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/19-DataScience-Cloud.png)| diff --git a/translations/ms/5-Data-Science-In-Cloud/19-Azure/assignment.md b/translations/ms/5-Data-Science-In-Cloud/19-Azure/assignment.md index f6e0b6f5..a6eb94c5 100644 --- a/translations/ms/5-Data-Science-In-Cloud/19-Azure/assignment.md +++ b/translations/ms/5-Data-Science-In-Cloud/19-Azure/assignment.md @@ -1,12 +1,3 @@ - # Projek Sains Data menggunakan Azure ML SDK ## Arahan diff --git a/translations/ms/5-Data-Science-In-Cloud/README.md b/translations/ms/5-Data-Science-In-Cloud/README.md index 8d8b0a8b..c71b8edf 100644 --- a/translations/ms/5-Data-Science-In-Cloud/README.md +++ b/translations/ms/5-Data-Science-In-Cloud/README.md @@ -1,12 +1,3 @@ - # Sains Data di Awan ![cloud-picture](../../../translated_images/ms/cloud-picture.f5526de3c6c6387b2d656ba94f019b3352e5e3854a78440e4fb00c93e2dea675.jpg) diff --git a/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/README.md b/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/README.md index ac4643bc..08ecba4d 100644 --- a/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/README.md +++ b/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/README.md @@ -1,12 +1,3 @@ - # Sains Data di Dunia Sebenar | ![ Sketchnote oleh [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/20-DataScience-RealWorld.png) | diff --git a/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md b/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md index c50a60b0..a88b4fb0 100644 --- a/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md +++ b/translations/ms/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md @@ -1,12 +1,3 @@ - # Terokai Dataset Planetary Computer ## Arahan diff --git a/translations/ms/6-Data-Science-In-Wild/README.md b/translations/ms/6-Data-Science-In-Wild/README.md index 5988cab7..4f27bc52 100644 --- a/translations/ms/6-Data-Science-In-Wild/README.md +++ b/translations/ms/6-Data-Science-In-Wild/README.md @@ -1,12 +1,3 @@ - # Sains Data di Dunia Nyata Aplikasi sebenar sains data merentasi pelbagai industri. diff --git a/translations/ms/AGENTS.md b/translations/ms/AGENTS.md index c0785b86..ad74ef72 100644 --- a/translations/ms/AGENTS.md +++ b/translations/ms/AGENTS.md @@ -1,12 +1,3 @@ - # AGENTS.md ## Gambaran Projek diff --git a/translations/ms/CODE_OF_CONDUCT.md b/translations/ms/CODE_OF_CONDUCT.md index c73f076c..ab45940b 100644 --- a/translations/ms/CODE_OF_CONDUCT.md +++ b/translations/ms/CODE_OF_CONDUCT.md @@ -1,12 +1,3 @@ - # Kod Etika Sumber Terbuka Microsoft Projek ini telah mengguna pakai [Kod Etika Sumber Terbuka Microsoft](https://opensource.microsoft.com/codeofconduct/). diff --git a/translations/ms/CONTRIBUTING.md b/translations/ms/CONTRIBUTING.md index d9ab4eac..118bb358 100644 --- a/translations/ms/CONTRIBUTING.md +++ b/translations/ms/CONTRIBUTING.md @@ -1,12 +1,3 @@ - # Menyumbang kepada Data Science untuk Pemula Terima kasih atas minat anda untuk menyumbang kepada kurikulum Data Science untuk Pemula! Kami mengalu-alukan sumbangan daripada komuniti. diff --git a/translations/ms/INSTALLATION.md b/translations/ms/INSTALLATION.md index 191ec249..4d48e45f 100644 --- a/translations/ms/INSTALLATION.md +++ b/translations/ms/INSTALLATION.md @@ -1,12 +1,3 @@ - # Panduan Pemasangan Panduan ini akan membantu anda menyediakan persekitaran untuk bekerja dengan kurikulum Data Science for Beginners. diff --git a/translations/ms/README.md b/translations/ms/README.md index ad7f4582..f5e2dbd0 100644 --- a/translations/ms/README.md +++ b/translations/ms/README.md @@ -1,12 +1,3 @@ - # Sains Data untuk Pemula - Kurikulum [![Buka dalam GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=344191198) @@ -18,235 +9,235 @@ CO_OP_TRANSLATOR_METADATA: [![PRs Dialu-alukan](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com) [![penonton GitHub](https://img.shields.io/github/watchers/microsoft/Data-Science-For-Beginners.svg?style=social&label=Watch)](https://GitHub.com/microsoft/Data-Science-For-Beginners/watchers/) -[![cabang GitHub](https://img.shields.io/github/forks/microsoft/Data-Science-For-Beginners.svg?style=social&label=Fork)](https://GitHub.com/microsoft/Data-Science-For-Beginners/network/) +[![for GitHub](https://img.shields.io/github/forks/microsoft/Data-Science-For-Beginners.svg?style=social&label=Fork)](https://GitHub.com/microsoft/Data-Science-For-Beginners/network/) [![bintang GitHub](https://img.shields.io/github/stars/microsoft/Data-Science-For-Beginners.svg?style=social&label=Star)](https://GitHub.com/microsoft/Data-Science-For-Beginners/stargazers/) [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forum Pembangun Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) -Advokat Awan Azure di Microsoft dengan sukacitanya menawarkan kurikulum 10 minggu, 20 pelajaran yang semuanya mengenai Sains Data. Setiap pelajaran termasuk kuiz pra-pelajaran dan pasca-pelajaran, arahan bertulis untuk menyelesaikan pelajaran, penyelesaian, dan tugasan. Pedagogi berasaskan projek kami membolehkan anda belajar sambil membina, cara terbukti untuk kemahiran baru 'melekat'. +Penyokong Azure Cloud di Microsoft gembira untuk menawarkan kurikulum 10 minggu, 20 pelajaran yang membahas tentang Sains Data. Setiap pelajaran termasuk kuiz pra-pelajaran dan pasca-pelajaran, arahan bertulis untuk menyelesaikan pelajaran, penyelesaian, dan tugasan. Pedagogi berasaskan projek kami membolehkan anda belajar sambil membina, cara yang terbukti untuk kemahiran baru terus diingati. -**Terima kasih yang ikhlas kepada penulis kami:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). +**Terima kasih banyak kepada penulis kami:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). -**๐Ÿ™ Terima kasih istimewa ๐Ÿ™ kepada penulis, penyemak dan penyumbang kandungan [Duta Pelajar Microsoft](https://studentambassadors.microsoft.com/),** terutamanya Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), +**๐Ÿ™ Terima kasih istimewa ๐Ÿ™ kepada penulis, pengulas dan penyumbang kandungan [Duta Pelajar Microsoft](https://studentambassadors.microsoft.com/),** khususnya Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), [Sheena Narula](https://www.linkedin.com/in/sheena-narua-n/), [Tauqeer Ahmad](https://www.linkedin.com/in/tauqeerahmad5201/), Yogendrasingh Pawar , [Vidushi Gupta](https://www.linkedin.com/in/vidushi-gupta07/), [Jasleen Sondhi](https://www.linkedin.com/in/jasleen-sondhi/) -|![Nota Lakaran oleh @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/ms/00-Title.8af36cd35da1ac55.webp)| +|![Sketchnote oleh @sketchthedocs https://sketchthedocs.dev](../../translated_images/ms/00-Title.8af36cd35da1ac55.webp)| |:---:| -| Sains Data Untuk Pemula - _Nota Lakaran oleh [@nitya](https://twitter.com/nitya)_ | +| Sains Data Untuk Pemula - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | ### ๐ŸŒ Sokongan Pelbagai Bahasa -#### Disokong melalui GitHub Action (Automatik & Sentiasa Terkini) +#### Disokong melalui Tindakan GitHub (Automatik & Sentiasa Dikemas Kini) -[Arab](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaria](../bg/README.md) | [Burma (Myanmar)](../my/README.md) | [Cina (Dipermudahkan)](../zh/README.md) | [Cina (Tradisional, Hong Kong)](../hk/README.md) | [Cina (Tradisional, Macau)](../mo/README.md) | [Cina (Tradisional, Taiwan)](../tw/README.md) | [Kroasia](../hr/README.md) | [Ceko](../cs/README.md) | [Denmark](../da/README.md) | [Belanda](../nl/README.md) | [Estonia](../et/README.md) | [Finland](../fi/README.md) | [Perancis](../fr/README.md) | [Jerman](../de/README.md) | [Greek](../el/README.md) | [Ibrani](../he/README.md) | [Hindi](../hi/README.md) | [Hungaria](../hu/README.md) | [Indonesia](../id/README.md) | [Itali](../it/README.md) | [Jepun](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Lithuania](../lt/README.md) | [Melayu](./README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeria](../pcm/README.md) | [Norway](../no/README.md) | [Parsi (Farsi)](../fa/README.md) | [Poland](../pl/README.md) | [Portugal (Brazil)](../br/README.md) | [Portugal (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romania](../ro/README.md) | [Rusia](../ru/README.md) | [Serbia (Cyrillic)](../sr/README.md) | [Slovakia](../sk/README.md) | [Slovenia](../sl/README.md) | [Sepanyol](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipina)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turki](../tr/README.md) | [Ukraine](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnam](../vi/README.md) +[Arab](../ar/README.md) | [Benggali](../bn/README.md) | [Bulgaria](../bg/README.md) | [Myanmar (Bahasa Burma)](../my/README.md) | [Cina (Ringkas)](../zh-CN/README.md) | [Cina (Tradisional, Hong Kong)](../zh-HK/README.md) | [Cina (Tradisional, Macau)](../zh-MO/README.md) | [Cina (Tradisional, Taiwan)](../zh-TW/README.md) | [Kroasia](../hr/README.md) | [Czech](../cs/README.md) | [Denmark](../da/README.md) | [Belanda](../nl/README.md) | [Estonia](../et/README.md) | [Finland](../fi/README.md) | [Perancis](../fr/README.md) | [Jerman](../de/README.md) | [Yunani](../el/README.md) | [Ibrani](../he/README.md) | [Hindi](../hi/README.md) | [Hungary](../hu/README.md) | [Indonesia](../id/README.md) | [Itali](../it/README.md) | [Jepun](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Lithuania](../lt/README.md) | [Melayu](./README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeria](../pcm/README.md) | [Norway](../no/README.md) | [Parsi (Farsi)](../fa/README.md) | [Poland](../pl/README.md) | [Portugis (Brazil)](../pt-BR/README.md) | [Portugis (Portugal)](../pt-PT/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romania](../ro/README.md) | [Rusia](../ru/README.md) | [Serbia (Cyrillic)](../sr/README.md) | [Slovakia](../sk/README.md) | [Slovenia](../sl/README.md) | [Sepanyol](../es/README.md) | [Swahili](../sw/README.md) | [Sweden](../sv/README.md) | [Tagalog (Filipina)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turki](../tr/README.md) | [Ukraine](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnam](../vi/README.md) -> **Lebih Suka Klon Secara Lokal?** +> **Lebih suka Klon Secara Tempatan?** -> Repositori ini termasuk 50+ terjemahan bahasa yang meningkatkan saiz muat turun dengan ketara. Untuk klon tanpa terjemahan, gunakan sparse checkout: +> Repositori ini merangkumi lebih dari 50 terjemahan bahasa yang meningkatkan saiz muat turun dengan ketara. Untuk klon tanpa terjemahan, gunakan sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Data-Science-For-Beginners.git > cd Data-Science-For-Beginners > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Ini memberikan anda segala yang anda perlukan untuk menyelesaikan kursus dengan muat turun yang jauh lebih cepat. +> Ini memberi anda semua yang anda perlukan untuk menyelesaikan kursus dengan muat turun yang lebih pantas. -**Jika anda ingin sokongan bahasa terjemahan tambahan disenaraikan [di sini](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** +**Jika anda ingin menyokong bahasa tambahan terjemahan disenaraikan [di sini](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** -#### Sertai Komuniti Kami +#### Sertai Komuniti Kami [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Kami sedang menjalankan siri belajar dengan AI di Discord, pelajari lebih lanjut dan sertai kami di [Siri Belajar dengan AI](https://aka.ms/learnwithai/discord) dari 18 - 30 September, 2025. Anda akan mendapat petua dan helah menggunakan GitHub Copilot untuk Sains Data. +Kami mempunyai siri belajar dengan AI di Discord yang sedang berjalan, ketahui lebih lanjut dan sertai kami di [Siri Belajar dengan AI](https://aka.ms/learnwithai/discord) dari 18 - 30 September, 2025. Anda akan mendapatkan petua dan trik menggunakan GitHub Copilot untuk Sains Data. -![Siri Belajar dengan AI](../../../../translated_images/ms/1.2b28cdc6205e26fe.webp) +![Siri Belajar dengan AI](../../translated_images/ms/1.2b28cdc6205e26fe.webp) -# Adakah anda seorang pelajar? +# Adakah anda pelajar? Mulakan dengan sumber berikut: -- [Halaman Pusat Pelajar](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Dalam halaman ini, anda akan menemui sumber permulaan, Pek Pelajar dan bahkan cara untuk mendapatkan baucar sijil percuma. Ini adalah halaman yang anda mahu tandakan dan semak dari masa ke masa kerana kami menukar kandungan sekurang-kurangnya setiap bulan. -- [Duta Pelajar Microsoft Learn](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Sertai komuniti duta pelajar global, ini boleh menjadi jalan anda ke Microsoft. +- [Halaman Pusat Pelajar](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Dalam halaman ini, anda akan menemui sumber untuk pemula, Pakej Pelajar dan juga cara untuk mendapatkan baucar sijil percuma. Ini adalah satu halaman yang anda mahu tandai dan semak dari masa ke masa kerana kandungan diganti sekurang-kurangnya setiap bulan. +- [Duta Pelajar Microsoft Learn](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Sertai komuniti global duta pelajar, ini boleh menjadi jalan anda ke Microsoft. # Memulakan ## ๐Ÿ“š Dokumentasi -- **[Panduan Pemasangan](INSTALLATION.md)** - Arahan pemasangan langkah demi langkah untuk pemula -- **[Panduan Penggunaan](USAGE.md)** - Contoh dan aliran kerja biasa +- **[Panduan Pemasangan](INSTALLATION.md)** - Arahan langkah demi langkah untuk pemula +- **[Panduan Penggunaan](USAGE.md)** - Contoh dan alur kerja biasa - **[Penyelesaian Masalah](TROUBLESHOOTING.md)** - Penyelesaian untuk isu biasa -- **[Panduan Menyumbang](CONTRIBUTING.md)** - Cara menyumbang kepada projek ini -- **[Untuk Guru](for-teachers.md)** - Panduan pengajaran dan sumber kelas +- **[Panduan Menyumbang](CONTRIBUTING.md)** - Cara untuk menyumbang kepada projek ini +- **[Untuk Guru](for-teachers.md)** - Panduan pengajaran dan sumber bilik darjah ## ๐Ÿ‘จโ€๐ŸŽ“ Untuk Pelajar -> **Pemula Lengkap**: Baru dalam sains data? Mula dengan [contoh mesra-pemula kami](examples/README.md)! Contoh mudah yang disertakan komen ini akan membantu anda memahami asas sebelum menyelami keseluruhan kurikulum. -> **[Pelajar](https://aka.ms/student-page)**: untuk menggunakan kurikulum ini sendiri, buat forkan repo penuh dan selesaikan latihan sendiri, bermula dengan kuiz sebelum kuliah. Kemudian baca kuliah dan lengkapkan aktiviti lain. Cuba hasilkan projek dengan memahami pelajaran daripada menyalin kod penyelesaian; walau bagaimanapun, kod itu tersedia dalam folder /solutions dalam setiap pelajaran berorientasikan projek. Satu idea lain adalah membentuk kumpulan belajar bersama rakan dan bersama-sama melalui kandungan. Untuk kajian lebih lanjut, kami mengesyorkan [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). +> **Pemula Sepenuhnya**: Baru dalam sains data? Mulakan dengan [contoh mesra pemula kami](examples/README.md)! Contoh mudah ini dengan komen membantu anda memahami asas sebelum menyelami kurikulum penuh. +> **[Pelajar](https://aka.ms/student-page)**: untuk menggunakan kurikulum ini secara sendiri, forklah keseluruhan repo dan selesaikan latihan sendiri, bermula dengan kuiz pra-ceramah. Kemudian baca ceramah dan selesaikan aktiviti lain. Cuba cipta projek dengan memahami pelajaran bukannya menyalin kod penyelesaian; namun, kod itu ada di dalam folder /solutions dalam setiap pelajaran berorientasikan projek. Satu lagi idea adalah membuat kumpulan belajar dengan rakan dan lalui kandungan bersama. Untuk kajian lanjut, kami mengesyorkan [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). -**Permulaan Pantas:** +**Mulakan dengan cepat:** 1. Semak [Panduan Pemasangan](INSTALLATION.md) untuk menyediakan persekitaran anda -2. Tinjau [Panduan Penggunaan](USAGE.md) untuk belajar cara menggunakan kurikulum -3. Mulakan dengan Pelajaran 1 dan ikuti secara berurutan +2. Tinjau [Panduan Penggunaan](USAGE.md) untuk belajar cara bekerja dengan kurikulum +3. Mulakan dari Pelajaran 1 dan teruskan secara berurutan 4. Sertai [komuniti Discord kami](https://aka.ms/ds4beginners/discord) untuk sokongan ## ๐Ÿ‘ฉโ€๐Ÿซ Untuk Guru -> **Guru**: kami telah [menyertakan beberapa cadangan](for-teachers.md) mengenai cara menggunakan kurikulum ini. Kami mengalu-alukan maklum balas anda [di forum perbincangan kami](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! +> **Guru**: kami telah [menyertakan beberapa cadangan](for-teachers.md) tentang cara menggunakan kurikulum ini. Kami amat menghargai maklum balas anda [di forum perbincangan kami](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! +## Kenali Pasukan -## Temui Pasukan -[![Promo video](../../ds-for-beginners.gif)](https://youtu.be/8mzavjQSMM4 "Promo video") +[![Video Promo](../../ds-for-beginners.gif)](https://youtu.be/8mzavjQSMM4 "Video Promo") **Gif oleh** [Mohit Jaisal](https://www.linkedin.com/in/mohitjaisal) -> ๐ŸŽฅ Klik gambar di atas untuk video tentang projek dan orang yang menciptakannya! +> ๐ŸŽฅ Klik imej di atas untuk video mengenai projek dan orang yang menciptakannya! ## Pedagogi -Kami telah memilih dua prinsip pedagogi semasa membina kurikulum ini: memastikan ia berasaskan projek dan termasuk kuiz yang kerap. Pada akhir siri ini, pelajar akan mempelajari prinsip asas sains data, termasuk konsep etika, penyediaan data, pelbagai cara bekerja dengan data, visualisasi data, analisis data, kes penggunaan sains data dunia sebenar, dan banyak lagi. +Kami telah memilih dua prinsip pedagogi semasa membina kurikulum ini: memastikan ianya berasaskan projek dan termasuk kuiz yang kerap. Menjelang akhir siri ini, pelajar akan mempelajari prinsip asas sains data, termasuk konsep etika, persiapan data, pelbagai cara bekerja dengan data, visualisasi data, analisis data, penggunaan dunia sebenar dalam sains data, dan banyak lagi. -Selain itu, kuiz berisiko rendah sebelum kelas menetapkan niat pelajar untuk mempelajari sesuatu topik, manakala kuiz kedua selepas kelas memastikan pengingatan yang lebih baik. Kurikulum ini direka untuk menjadi fleksibel dan menyeronokkan serta boleh diikuti secara keseluruhan atau sebahagian. Projek bermula kecil dan menjadi semakin kompleks menjelang akhir kitaran 10 minggu. +Selain itu, kuiz berisiko rendah sebelum kelas menetapkan niat pelajar terhadap pembelajaran topik, manakala kuiz kedua selepas kelas memastikan pengekalan tambahan. Kurikulum ini direka untuk fleksibel dan menyeronokkan dan boleh diambil secara keseluruhan atau sebahagian. Projek bermula kecil dan menjadi semakin rumit menjelang akhir kitaran 10 minggu. -> Temui [Kod Etika](CODE_OF_CONDUCT.md), [Menyumbang](CONTRIBUTING.md), [Terjemahan](TRANSLATIONS.md) panduan kami. Kami mengalu-alukan maklum balas membina anda! +> Cari [Kod Etika](CODE_OF_CONDUCT.md), [Sumbangan](CONTRIBUTING.md), [Terjemahan](TRANSLATIONS.md) kami. Kami mengalu-alukan maklum balas membina anda! ## Setiap pelajaran termasuk: -- Sketchnote pilihan -- Video sokongan pilihan +- Nota sketchnote pilihan +- Video tambahan pilihan - Kuiz pemanasan sebelum pelajaran - Pelajaran bertulis - Untuk pelajaran berasaskan projek, panduan langkah demi langkah cara membina projek -- Semakan pengetahuan +- Pemeriksaan pengetahuan - Cabaran - Bacaan tambahan - Tugasan - [Kuiz selepas pelajaran](https://ff-quizzes.netlify.app/en/) -> **Nota mengenai kuiz**: Semua kuiz terkandung di dalam folder Quiz-App, dengan jumlah 40 kuiz kandungan tiga soalan setiap satu. Ia dipautkan dalam pelajaran, tetapi aplikasi kuiz boleh dijalankan secara tempatan atau dipasang di Azure; ikut arahan dalam folder `quiz-app`. Ia sedang diterjemahkan secara berperingkat. +> **Nota tentang kuiz**: Semua kuiz terkandung dalam folder Quiz-App, dengan 40 kuiz keseluruhan yang setiap satu mempunyai tiga soalan. Mereka dipautkan dari dalam pelajaran, tetapi aplikasi kuiz boleh dijalankan secara lokal atau dilancarkan di Azure; ikuti arahan dalam folder `quiz-app`. Ia sedang diterjemah secara berperingkat. ## ๐ŸŽ“ Contoh Mesra Pemula -**Baharu dalam Sains Data?** Kami telah mencipta [direktori contoh](examples/README.md) khas dengan kod mudah dan bertulis dengan baik untuk membantu anda bermula: +**Baru dalam Sains Data?** Kami telah mencipta direktori [contoh](examples/README.md) khas dengan kod mudah dan dikomen dengan baik untuk membantu anda bermula: - ๐ŸŒŸ **Hello World** - Program sains data pertama anda - ๐Ÿ“‚ **Memuatkan Data** - Belajar membaca dan meneroka set data -- ๐Ÿ“Š **Analisis Mudah** - Kira statistik dan cari pola -- ๐Ÿ“ˆ **Visualisasi Asas** - Buat carta dan graf -- ๐Ÿ”ฌ **Projek Dunia Nyata** - Aliran kerja lengkap dari mula hingga akhir +- ๐Ÿ“Š **Analisis Mudah** - Mengira statistik dan mencari corak +- ๐Ÿ“ˆ **Visualisasi Asas** - Mencipta carta dan graf +- ๐Ÿ”ฌ **Projek Dunia Sebenar** - Aliran kerja lengkap dari mula hingga akhir -Setiap contoh termasuk komen terperinci menerangkan setiap langkah, sesuai untuk pemula mutlak! +Setiap contoh termasuk komen terperinci yang menerangkan setiap langkah, menjadikannya sempurna untuk pemula mutlak! -๐Ÿ‘‰ **[Mulakan dengan contoh](examples/README.md)** ๐Ÿ‘ˆ +๐Ÿ‘‰ **[Mula dengan contoh](examples/README.md)** ๐Ÿ‘ˆ ## Pelajaran -|![ Sketchnote oleh @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/ms/00-Roadmap.4905d6567dff4753.webp)| +|![ Sketchnote oleh @sketchthedocs https://sketchthedocs.dev](../../translated_images/ms/00-Roadmap.4905d6567dff4753.webp)| |:---:| | Sains Data Untuk Pemula: Peta Jalan - _Sketchnote oleh [@nitya](https://twitter.com/nitya)_ | | Nombor Pelajaran | Topik | Kumpulan Pelajaran | Objektif Pembelajaran | Pelajaran Berkaitan | Pengarang | -| :-----------: | :----------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------: | :----: | -| 01 | Mendefinisikan Sains Data | [Pengenalan](1-Introduction/README.md) | Pelajari konsep asas di sebalik sains data dan bagaimana ia berkaitan dengan kecerdasan buatan, pembelajaran mesin, dan data besar. | [pelajaran](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | -| 02 | Etika Sains Data | [Pengenalan](1-Introduction/README.md) | Konsep, cabaran & rangka kerja Etika Data. | [pelajaran](1-Introduction/02-ethics/README.md) | [Nitya](https://twitter.com/nitya) | -| 03 | Mendefinisikan Data | [Pengenalan](1-Introduction/README.md) | Bagaimana data diklasifikasikan dan sumbernya yang biasa. | [pelajaran](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | -| 04 | Pengenalan Statistik & Kebarangkalian | [Pengenalan](1-Introduction/README.md) | Teknik matematik kebarangkalian dan statistik untuk memahami data. | [pelajaran](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | -| 05 | Bekerja dengan Data Relasional | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan kepada data relasional dan asas meneroka serta menganalisis data relasional dengan Bahasa Pertanyaan Berstruktur, juga dikenali sebagai SQL (sebutan โ€œsee-quellโ€). | [pelajaran](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | | | -| 06 | Bekerja dengan Data NoSQL | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan kepada data bukan relasional, pelbagai jenisnya dan asas meneroka serta menganalisis pangkalan data dokumen. | [pelajaran](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique)| -| 07 | Bekerja dengan Python | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Asas menggunakan Python untuk penerokaan data dengan perpustakaan seperti Pandas. Disarankan mempunyai pemahaman asas pengaturcaraan Python. | [pelajaran](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | -| 08 | Penyediaan Data | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Topik teknik data untuk membersih dan menukar data bagi mengendalikan cabaran data yang hilang, tidak tepat, atau tidak lengkap. | [pelajaran](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | -| 09 | Visualisasi Kuantiti | [Visualisasi Data](3-Data-Visualization/README.md) | Pelajari cara menggunakan Matplotlib untuk memvisualisasikan data burung ๐Ÿฆ† | [pelajaran](3-Data-Visualization/09-visualization-quantities/README.md) | [Jen](https://twitter.com/jenlooper) | -| 10 | Visualisasi Taburan Data | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi pemerhatian dan trend dalam selang. | [pelajaran](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 11 | Visualisasi Peratusan | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi peratusan diskret dan berkelompok. | [pelajaran](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 12 | Visualisasi Hubungan | [Visualisasi Data](3-Data-Visualization/README.md) | Visualisasi sambungan dan korelasi antara set data dan pembolehubahnya. | [pelajaran](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | -| 13 | Visualisasi Bermakna | [Visualisasi Data](3-Data-Visualization/README.md) | Teknik dan panduan untuk menjadikan visualisasi anda bernilai bagi penyelesaian masalah dan memperoleh pengetahuan yang berkesan. | [pelajaran](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | +| :--------------: | :----------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------: | :----: | +| 01 | Mendefinisikan Sains Data | [Pengenalan](1-Introduction/README.md) | Pelajari konsep asas di belakang sains data dan bagaimana ia berkaitan dengan kecerdasan buatan, pembelajaran mesin, dan data besar. | [pelajaran](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | +| 02 | Etika Sains Data | [Pengenalan](1-Introduction/README.md) | Konsep Etika Data, Cabaran & Rangka Kerja. | [pelajaran](1-Introduction/02-ethics/README.md) | [Nitya](https://twitter.com/nitya) | +| 03 | Mendefinisikan Data | [Pengenalan](1-Introduction/README.md) | Bagaimana data diklasifikasikan dan sumber-sumber umumnya. | [pelajaran](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 04 | Pengenalan kepada Statistik & Kebarangkalian | [Pengenalan](1-Introduction/README.md) | Teknik matematik kebarangkalian dan statistik untuk memahami data. | [pelajaran](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | +| 05 | Bekerja dengan Data Relasi | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan kepada data relasi dan asas meneroka serta menganalisis data relasi dengan Bahasa Pengaturcaraan Berstruktur, juga dikenali sebagai SQL (sebut โ€œsee-quellโ€). | [pelajaran](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | +| 06 | Bekerja dengan Data NoSQL | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Pengenalan kepada data bukan relasi, pelbagai jenisnya dan asas meneroka serta menganalisis pangkalan data dokumen. | [pelajaran](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique) | +| 07 | Bekerja dengan Python | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Asas menggunakan Python untuk penerokaan data dengan perpustakaan seperti Pandas. Pemahaman asas pengaturcaraan Python disyorkan. | [pelajaran](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | +| 08 | Persiapan Data | [Bekerja Dengan Data](2-Working-With-Data/README.md) | Topik teknik data untuk membersihkan dan mengubah data bagi menangani cabaran data hilang, tidak tepat, atau tidak lengkap. | [pelajaran](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 09 | Memvisualisasikan Kuantiti | [Visualisasi Data](3-Data-Visualization/README.md) | Belajar cara menggunakan Matplotlib untuk memvisualisasikan data burung ๐Ÿฆ† | [pelajaran](3-Data-Visualization/09-visualization-quantities/README.md) | [Jen](https://twitter.com/jenlooper) | +| 10 | Memvisualisasikan Taburan Data | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan pemerhatian dan tren dalam suatu selang. | [pelajaran](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 11 | Memvisualisasikan Peratusan | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan peratusan diskret dan berkelompok. | [pelajaran](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 12 | Memvisualisasikan Hubungan | [Visualisasi Data](3-Data-Visualization/README.md) | Memvisualisasikan sambungan dan korelasi antara set data dan pemboleh ubahnya. | [pelajaran](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | +| 13 | Visualisasi Bermakna | [Visualisasi Data](3-Data-Visualization/README.md) | Teknik dan panduan untuk menjadikan visualisasi anda berharga untuk penyelesaian masalah yang berkesan dan wawasan. | [pelajaran](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | | 14 | Pengenalan kepada Kitaran Hayat Sains Data | [Kitaran Hayat](4-Data-Science-Lifecycle/README.md) | Pengenalan kepada kitaran hayat sains data dan langkah pertama iaitu memperoleh dan mengekstrak data. | [pelajaran](4-Data-Science-Lifecycle/14-Introduction/README.md) | [Jasmine](https://twitter.com/paladique) | -| 15 | Menganalisis | [Kitaran Hayat](4-Data-Science-Lifecycle/README.md) | Fasa kitaran hayat sains data yang memberi fokus pada teknik untuk menganalisis data. | [pelajaran](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | | | -| 16 | Komunikasi | [Kitaran Hayat](4-Data-Science-Lifecycle/README.md) | Fasa kitaran hayat sains data yang menumpukan pada pembentangan maklumat daripada data agar mudah difahami oleh pembuat keputusan. | [pelajaran](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | | | -| 17 | Sains Data di Awan | [Data Awan](5-Data-Science-In-Cloud/README.md) | Siri pelajaran yang memperkenalkan sains data di awan dan manfaatnya. | [pelajaran](5-Data-Science-In-Cloud/17-Introduction/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | +| 15 | Menganalisis | [Kitaran Hayat](4-Data-Science-Lifecycle/README.md) | Fasa kitaran hayat sains data ini memfokuskan pada teknik untuk menganalisis data. | [pelajaran](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | +| 16 | Komunikasi | [Kitaran Hayat](4-Data-Science-Lifecycle/README.md) | Fasa kitaran hayat sains data ini memfokuskan pada penyampaian wawasan dari data dengan cara yang lebih mudah difahami oleh pembuat keputusan. | [pelajaran](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | +| 17 | Sains Data di Awan | [Data Awan](5-Data-Science-In-Cloud/README.md) | Siri pelajaran ini memperkenalkan sains data di awan dan manfaatnya. | [pelajaran](5-Data-Science-In-Cloud/17-Introduction/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | | 18 | Sains Data di Awan | [Data Awan](5-Data-Science-In-Cloud/README.md) | Melatih model menggunakan alat Low Code. |[pelajaran](5-Data-Science-In-Cloud/18-Low-Code/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | | 19 | Sains Data di Awan | [Data Awan](5-Data-Science-In-Cloud/README.md) | Melancarkan model dengan Azure Machine Learning Studio. | [pelajaran](5-Data-Science-In-Cloud/19-Azure/README.md)| [Tiffany](https://twitter.com/TiffanySouterre) dan [Maud](https://twitter.com/maudstweets) | -| 20 | Sains Data di Dunia Sebenar | [Di Luar](6-Data-Science-In-Wild/README.md) | Projek berasaskan sains data dalam dunia sebenar. | [pelajaran](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | +| 20 | Sains Data dalam Alam Semula Jadi | [Dalam Alam Semula Jadi](6-Data-Science-In-Wild/README.md) | Projek yang didorong oleh sains data di dunia sebenar. | [pelajaran](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | ## GitHub Codespaces -Ikut langkah berikut untuk membuka contoh ini dalam Codespace: -1. Klik menu turun bawah Kod dan pilih pilihan Buka dengan Codespaces. -2. Pilih + Kod ruang baru di bawah panel. -Untuk maklumat lanjut, lihat [dokumentasi GitHub](https://docs.github.com/en/codespaces/developing-in-codespaces/creating-a-codespace-for-a-repository#creating-a-codespace). +Ikuti langkah ini untuk membuka contoh ini dalam Codespace: +1. Klik menu lungsur turun Code dan pilih pilihan Open with Codespaces. +2. Pilih + New codespace di bahagian bawah panel. +Untuk maklumat lanjut, semak [dokumentasi GitHub](https://docs.github.com/en/codespaces/developing-in-codespaces/creating-a-codespace-for-a-repository#creating-a-codespace). ## VSCode Remote - Containers -Ikut langkah ini untuk membuka repo ini dalam kontena menggunakan mesin tempatan anda dan VSCode dengan sambungan VS Code Remote - Containers: +Ikuti langkah ini untuk membuka repo ini dalam bekas menggunakan mesin tempatan anda dan VSCode menggunakan sambungan VS Code Remote - Containers: -1. Jika ini kali pertama anda menggunakan kontena pembangunan, pastikan sistem anda memenuhi prasyarat (contohnya telah pasang Docker) dalam [dokumentasi memulakan](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). +1. Jika ini kali pertama anda menggunakan bekas pembangunan, sila pastikan sistem anda memenuhi prasyarat (contohnya telah memasang Docker) dalam [dokumentasi permulaan](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). -Untuk menggunakan repositori ini, anda boleh membuka repo dalam volum Docker terasing: +Untuk menggunakan repositori ini, anda boleh buka sama ada repositori dalam volume Docker yang terasing: -**Nota**: Secara dalaman, ini akan menggunakan perintah Remote-Containers: **Clone Repository in Container Volume...** untuk menyalin kod sumber dalam volum Docker dan bukannya sistem fail tempatan. [Volum](https://docs.docker.com/storage/volumes/) adalah mekanisme pilihan untuk mengekalkan data kontena. +**Nota**: Di belakang tabir, ini akan menggunakan perintah Remote-Containers: **Clone Repository in Container Volume...** untuk menyalin kod sumber dalam volume Docker bukan dalam sistem fail tempatan. [Volume](https://docs.docker.com/storage/volumes/) adalah mekanisme pilihan untuk mengekalkan data kontena. -Atau buka salinan repo yang telah dimuat turun atau diklon secara tempatan: +Atau buka versi repositori yang diclon secara lokal atau dimuat turun: - Klon repositori ini ke sistem fail tempatan anda. -- Tekan F1 dan pilih arahan **Remote-Containers: Open Folder in Container...**. -- Pilih salinan folder yang diklon tersebut, tunggu kontena bermula, dan cuba gunakan. +- Tekan F1 dan pilih perintah **Remote-Containers: Open Folder in Container...**. +- Pilih salinan folder yang telah diclon, tunggu bekas mula, dan cuba solusi. ## Akses Luar Talian -Anda boleh menjalankan dokumentasi ini luar talian dengan menggunakan [Docsify](https://docsify.js.org/#/). Fork repo ini, [pasang Docsify](https://docsify.js.org/#/quickstart) pada mesin tempatan anda, kemudian dalam folder akar repo ini, taip `docsify serve`. Laman web akan disajikan pada port 3000 di localhost anda: `localhost:3000`. +Anda boleh menjalankan dokumentasi ini secara luar talian dengan menggunakan [Docsify](https://docsify.js.org/#/). Gandakan repo ini, [pasang Docsify](https://docsify.js.org/#/quickstart) pada mesin lokal anda, kemudian dalam folder root repo ini, taip `docsify serve`. Laman web akan disediakan pada port 3000 di localhost anda: `localhost:3000`. -> Nota, buku nota tidak akan dirender melalui Docsify, jadi apabila anda perlu menjalankan buku nota, lakukan secara berasingan di VS Code dengan kernel Python. +> Nota, buku nota tidak akan dipaparkan melalui Docsify, jadi apabila anda perlu menjalankan buku nota, lakukan secara berasingan di VS Code yang menjalankan kernel Python. ## Kurikulum Lain -Pasukan kami mengeluarkan kurikulum lain! Lihat: +Pasukan kami menghasilkan kurikulum lain! Semak: ### LangChain [![LangChain4j untuk Pemula](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain.js untuk Pemula](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Ejen -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD untuk Pemula](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI untuk Pemula](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP untuk Pemula](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Ejen AI untuk Pemula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Siri AI Generatif -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![AI Generatif untuk Pemula](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Pembelajaran Teras -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Pembelajaran Asas +[![ML untuk Pemula](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Sains Data untuk Pemula](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI untuk Pemula](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Keselamatan Siber untuk Pemula](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Pembangunan Web untuk Pemula](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT untuk Pemula](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Pembangunan XR untuk Pemula](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Siri Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot untuk Pengaturcaraan Berpasangan AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot untuk C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Pengembaraan Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Mendapatkan Bantuan -**Menghadapi masalah?** Semak [Panduan Penyelesaian Masalah](TROUBLESHOOTING.md) kami untuk penyelesaian kepada masalah biasa. +**Menghadapi masalah?** Semak [Panduan Penyelesaian Masalah](TROUBLESHOOTING.md) kami untuk penyelesaian masalah biasa. -Jika anda tersekat atau mempunyai sebarang soalan tentang membina aplikasi AI. Sertai pelajar lain dan pembangun berpengalaman dalam perbincangan mengenai MCP. Ia adalah komuniti sokongan di mana soalan dialu-alukan dan pengetahuan dikongsi dengan bebas. +Jika anda tersekat atau ada soalan mengenai pembinaan aplikasi AI. Sertai pelajar lain dan pembangun berpengalaman dalam perbincangan mengenai MCP. Ia adalah komuniti sokongan di mana soalan dialu-alukan dan pengetahuan dikongsi secara bebas. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) @@ -257,6 +248,6 @@ Jika anda mempunyai maklum balas produk atau ralat semasa membina, lawati: --- -**Penafian**: -Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk ketepatan, sila ambil perhatian bahawa terjemahan automatik mungkin mengandungi kesilapan atau ketidaktepatan. Dokumen asal dalam bahasa asalnya hendaklah dianggap sebagai sumber rasmi. Untuk maklumat penting, terjemahan profesional oleh manusia adalah disyorkan. Kami tidak bertanggungjawab terhadap sebarang salah faham atau salah tafsir yang timbul akibat penggunaan terjemahan ini. +**Penafian**: +Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk ketepatan, sila ambil maklum bahawa terjemahan automatik mungkin mengandungi kesilapan atau ketidaktepatan. Dokumen asal dalam bahasa asalnya harus dianggap sebagai sumber rujukan utama. Untuk maklumat penting, terjemahan oleh penterjemah profesional adalah disyorkan. Kami tidak bertanggungjawab atas sebarang salah faham atau tafsiran yang timbul daripada penggunaan terjemahan ini. \ No newline at end of file diff --git a/translations/ms/SECURITY.md b/translations/ms/SECURITY.md index 3c4c2fb9..b711ab56 100644 --- a/translations/ms/SECURITY.md +++ b/translations/ms/SECURITY.md @@ -1,12 +1,3 @@ - ## Keselamatan Microsoft mengambil serius keselamatan produk dan perkhidmatan perisian kami, termasuk semua repositori kod sumber yang diuruskan melalui organisasi GitHub kami, yang merangkumi [Microsoft](https://github.com/Microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet), [Xamarin](https://github.com/xamarin), dan [organisasi GitHub kami](https://opensource.microsoft.com/). diff --git a/translations/ms/SUPPORT.md b/translations/ms/SUPPORT.md index 8ea03696..852903d5 100644 --- a/translations/ms/SUPPORT.md +++ b/translations/ms/SUPPORT.md @@ -1,12 +1,3 @@ - # Sokongan ## Cara melaporkan isu dan mendapatkan bantuan diff --git a/translations/ms/TROUBLESHOOTING.md b/translations/ms/TROUBLESHOOTING.md index 1c3b3586..4a73a88f 100644 --- a/translations/ms/TROUBLESHOOTING.md +++ b/translations/ms/TROUBLESHOOTING.md @@ -1,12 +1,3 @@ - # Panduan Penyelesaian Masalah Panduan ini menyediakan penyelesaian untuk isu-isu biasa yang mungkin anda hadapi semasa menggunakan kurikulum Data Science for Beginners. diff --git a/translations/ms/USAGE.md b/translations/ms/USAGE.md index 70d67c95..5a778c28 100644 --- a/translations/ms/USAGE.md +++ b/translations/ms/USAGE.md @@ -1,12 +1,3 @@ - # Panduan Penggunaan Panduan ini menyediakan contoh dan alur kerja biasa untuk menggunakan kurikulum Data Science untuk Pemula. diff --git a/translations/ms/docs/_sidebar.md b/translations/ms/docs/_sidebar.md index 3a2149a8..88f5ec85 100644 --- a/translations/ms/docs/_sidebar.md +++ b/translations/ms/docs/_sidebar.md @@ -1,12 +1,3 @@ - - Pengenalan - [Mendefinisikan Sains Data](../1-Introduction/01-defining-data-science/README.md) - [Etika Sains Data](../1-Introduction/02-ethics/README.md) diff --git a/translations/ms/examples/README.md b/translations/ms/examples/README.md index 3edcbed5..fa353700 100644 --- a/translations/ms/examples/README.md +++ b/translations/ms/examples/README.md @@ -1,12 +1,3 @@ - # Contoh Data Sains Mesra Pemula Selamat datang ke direktori contoh! Koleksi contoh yang mudah dan penuh dengan komen ini direka untuk membantu anda memulakan perjalanan dalam data sains, walaupun anda seorang pemula sepenuhnya. diff --git a/translations/ms/for-teachers.md b/translations/ms/for-teachers.md index 5b58c029..668292f7 100644 --- a/translations/ms/for-teachers.md +++ b/translations/ms/for-teachers.md @@ -1,12 +1,3 @@ - ## Untuk Pendidik Adakah anda ingin menggunakan kurikulum ini di dalam kelas anda? Jangan ragu untuk mencubanya! diff --git a/translations/ms/quiz-app/README.md b/translations/ms/quiz-app/README.md index 56d33588..6da17e0a 100644 --- a/translations/ms/quiz-app/README.md +++ b/translations/ms/quiz-app/README.md @@ -1,12 +1,3 @@ - # Kuiz Kuiz-kuiz ini adalah kuiz sebelum dan selepas kuliah untuk kurikulum sains data di https://aka.ms/datascience-beginners diff --git a/translations/ms/sketchnotes/README.md b/translations/ms/sketchnotes/README.md index 552fcb45..7e550999 100644 --- a/translations/ms/sketchnotes/README.md +++ b/translations/ms/sketchnotes/README.md @@ -1,12 +1,3 @@ - Cari semua sketchnote di sini! ## Kredit diff --git a/translations/tl/.co-op-translator.json b/translations/tl/.co-op-translator.json new file mode 100644 index 00000000..1a86b0c3 --- /dev/null +++ b/translations/tl/.co-op-translator.json @@ -0,0 +1,422 @@ +{ + "1-Introduction/01-defining-data-science/README.md": { + "original_hash": "43212cc1ac137b7bb1dcfb37ca06b0f4", + "translation_date": "2025-10-25T19:02:04+00:00", + "source_file": "1-Introduction/01-defining-data-science/README.md", + "language_code": "tl" + }, + "1-Introduction/01-defining-data-science/assignment.md": { + "original_hash": "4e0f1773b9bee1be3b28f9fe2c71b3de", + "translation_date": "2025-08-28T02:45:30+00:00", + "source_file": "1-Introduction/01-defining-data-science/assignment.md", + "language_code": "tl" + }, + "1-Introduction/01-defining-data-science/solution/assignment.md": { + "original_hash": "a8f79b9c0484c35b4f26e8aec7fc4d56", + "translation_date": "2025-08-28T02:45:41+00:00", + "source_file": "1-Introduction/01-defining-data-science/solution/assignment.md", + "language_code": "tl" + }, + "1-Introduction/02-ethics/README.md": { + "original_hash": "58860ce9a4b8a564003d2752f7c72851", + "translation_date": "2025-10-03T16:48:59+00:00", + "source_file": "1-Introduction/02-ethics/README.md", + "language_code": "tl" + }, + "1-Introduction/02-ethics/assignment.md": { + "original_hash": "b588c0fc73014f52520c666efc3e0cc3", + "translation_date": "2025-08-28T02:48:03+00:00", + "source_file": "1-Introduction/02-ethics/assignment.md", + "language_code": "tl" + }, + "1-Introduction/03-defining-data/README.md": { + "original_hash": "12339119c0165da569a93ddba05f9339", + "translation_date": "2025-09-06T00:30:36+00:00", + "source_file": "1-Introduction/03-defining-data/README.md", + "language_code": "tl" + }, + "1-Introduction/03-defining-data/assignment.md": { + "original_hash": "2e5cacb967c1e9dfd07809bfc441a0b4", + "translation_date": "2025-08-28T02:46:24+00:00", + "source_file": "1-Introduction/03-defining-data/assignment.md", + "language_code": "tl" + }, + "1-Introduction/04-stats-and-probability/README.md": { + "original_hash": "ce95884566a74db72572cd51f0cb25ad", + "translation_date": "2025-09-06T13:56:37+00:00", + "source_file": "1-Introduction/04-stats-and-probability/README.md", + "language_code": "tl" + }, + "1-Introduction/04-stats-and-probability/assignment.md": { + "original_hash": "01d1b493e8b51a6ebb42524f6b1bcfff", + "translation_date": "2025-08-28T02:44:16+00:00", + "source_file": "1-Introduction/04-stats-and-probability/assignment.md", + "language_code": "tl" + }, + "1-Introduction/README.md": { + "original_hash": "696a8474a01054281704cbfb09148949", + "translation_date": "2025-08-28T02:42:43+00:00", + "source_file": "1-Introduction/README.md", + "language_code": "tl" + }, + "2-Working-With-Data/05-relational-databases/README.md": { + "original_hash": "11739c7b40e7c6b16ad29e3df4e65862", + "translation_date": "2025-12-19T11:54:51+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/README.md", + "language_code": "tl" + }, + "2-Working-With-Data/05-relational-databases/assignment.md": { + "original_hash": "25b37acdfb2452917c1aa2e2ca44317a", + "translation_date": "2025-10-24T09:57:18+00:00", + "source_file": "2-Working-With-Data/05-relational-databases/assignment.md", + "language_code": "tl" + }, + "2-Working-With-Data/06-non-relational/README.md": { + "original_hash": "c182e87f9f80be7e7cdffc7b40bbfccf", + "translation_date": "2025-09-06T00:19:32+00:00", + "source_file": "2-Working-With-Data/06-non-relational/README.md", + "language_code": "tl" + }, + "2-Working-With-Data/06-non-relational/assignment.md": { + "original_hash": "f824bfdb8b12d33293913f76f5c787c5", + "translation_date": "2025-08-28T02:27:29+00:00", + "source_file": "2-Working-With-Data/06-non-relational/assignment.md", + "language_code": "tl" + }, + "2-Working-With-Data/07-python/README.md": { + "original_hash": "7bfec050f4717dcc2dfd028aca9d21f3", + "translation_date": "2025-09-06T15:53:51+00:00", + "source_file": "2-Working-With-Data/07-python/README.md", + "language_code": "tl" + }, + "2-Working-With-Data/07-python/assignment.md": { + "original_hash": "dc8f035ce92e4eaa078ab19caa68267a", + "translation_date": "2025-08-28T02:28:40+00:00", + "source_file": "2-Working-With-Data/07-python/assignment.md", + "language_code": "tl" + }, + "2-Working-With-Data/08-data-preparation/README.md": { + "original_hash": "1b560955ff39a2bcf2a049fce474a951", + "translation_date": "2025-09-06T00:21:29+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/README.md", + "language_code": "tl" + }, + "2-Working-With-Data/08-data-preparation/assignment.md": { + "original_hash": "f9d5a7275e046223fa6474477674b810", + "translation_date": "2025-08-28T02:30:35+00:00", + "source_file": "2-Working-With-Data/08-data-preparation/assignment.md", + "language_code": "tl" + }, + "2-Working-With-Data/README.md": { + "original_hash": "abc3309ab41bc5a7846f70ee1a055838", + "translation_date": "2025-08-28T02:26:46+00:00", + "source_file": "2-Working-With-Data/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/09-visualization-quantities/README.md": { + "original_hash": "a49d78e32e280c410f04e5f2a2068e77", + "translation_date": "2025-09-06T00:25:37+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/09-visualization-quantities/assignment.md": { + "original_hash": "ad163c4fda72c8278280b61cad317ff4", + "translation_date": "2025-08-28T02:40:08+00:00", + "source_file": "3-Data-Visualization/09-visualization-quantities/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/10-visualization-distributions/README.md": { + "original_hash": "80a20467e046d312809d008395051fc7", + "translation_date": "2025-09-06T00:27:09+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/10-visualization-distributions/assignment.md": { + "original_hash": "40eeb9b9f94009c537c7811f9f27f037", + "translation_date": "2025-08-28T02:42:36+00:00", + "source_file": "3-Data-Visualization/10-visualization-distributions/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/11-visualization-proportions/README.md": { + "original_hash": "42119bcc97bee88254e381156d770f3c", + "translation_date": "2025-09-06T00:24:44+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/11-visualization-proportions/assignment.md": { + "original_hash": "1e00fe6a244c2f8f9a794c862661dd4f", + "translation_date": "2025-08-28T02:38:59+00:00", + "source_file": "3-Data-Visualization/11-visualization-proportions/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/12-visualization-relationships/README.md": { + "original_hash": "0764fd4077f3f04a1d968ec371227744", + "translation_date": "2025-09-06T11:43:58+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/12-visualization-relationships/assignment.md": { + "original_hash": "680419753c086eef51be86607c623945", + "translation_date": "2025-08-28T02:41:53+00:00", + "source_file": "3-Data-Visualization/12-visualization-relationships/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/13-meaningful-visualizations/README.md": { + "original_hash": "cfb068050337a36e348debaa502a24fa", + "translation_date": "2025-09-06T00:26:07+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/13-meaningful-visualizations/assignment.md": { + "original_hash": "e56df4c0f49357e30ac8fc77aa439dd4", + "translation_date": "2025-08-28T02:40:53+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/13-meaningful-visualizations/solution/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T02:41:00+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/solution/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/13-meaningful-visualizations/starter/README.md": { + "original_hash": "5c51a54dd89075a7a362890117b7ed9e", + "translation_date": "2025-08-28T02:41:06+00:00", + "source_file": "3-Data-Visualization/13-meaningful-visualizations/starter/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/09-visualization-quantities/README.md": { + "original_hash": "22acf28f518a4769ea14fa42f4734b9f", + "translation_date": "2025-08-28T02:35:24+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/09-visualization-quantities/assignment.md": { + "original_hash": "0ea21b6513df5ade7419c6b7d65f10b1", + "translation_date": "2025-08-28T02:36:00+00:00", + "source_file": "3-Data-Visualization/R/09-visualization-quantities/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/10-visualization-distributions/README.md": { + "original_hash": "ea67c0c40808fd723594de6896c37ccf", + "translation_date": "2025-08-28T02:37:12+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/10-visualization-distributions/assignment.md": { + "original_hash": "a233d542512136c4dd29aad38ca0175f", + "translation_date": "2025-08-28T02:37:38+00:00", + "source_file": "3-Data-Visualization/R/10-visualization-distributions/assignment.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/11-visualization-proportions/README.md": { + "original_hash": "47028abaaafa2bcb1079702d20569066", + "translation_date": "2025-08-28T02:34:20+00:00", + "source_file": "3-Data-Visualization/R/11-visualization-proportions/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/12-visualization-relationships/README.md": { + "original_hash": "a33c5d4b4156a2b41788d8720b6f724c", + "translation_date": "2025-08-28T02:36:06+00:00", + "source_file": "3-Data-Visualization/R/12-visualization-relationships/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/R/13-meaningful-vizualizations/README.md": { + "original_hash": "b4039f1c76548d144a0aee0bf28304ec", + "translation_date": "2025-08-28T02:37:46+00:00", + "source_file": "3-Data-Visualization/R/13-meaningful-vizualizations/README.md", + "language_code": "tl" + }, + "3-Data-Visualization/README.md": { + "original_hash": "1441550a0d789796b2821e04f7f4cc94", + "translation_date": "2025-08-28T02:34:01+00:00", + "source_file": "3-Data-Visualization/README.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/14-Introduction/README.md": { + "original_hash": "07e12a25d20b8f191e3cb651c27fdb2b", + "translation_date": "2025-09-06T21:24:46+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/README.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/14-Introduction/assignment.md": { + "original_hash": "564445c39ad29a491abcb9356fc4d47d", + "translation_date": "2025-08-28T02:32:39+00:00", + "source_file": "4-Data-Science-Lifecycle/14-Introduction/assignment.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/15-analyzing/README.md": { + "original_hash": "661dad02c3ac239644d34c1eb51e76f8", + "translation_date": "2025-09-06T21:24:03+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/README.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/15-analyzing/assignment.md": { + "original_hash": "fcc7547171f4530f159676dd73ed772e", + "translation_date": "2025-08-28T02:31:22+00:00", + "source_file": "4-Data-Science-Lifecycle/15-analyzing/assignment.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/16-communication/README.md": { + "original_hash": "215a3254ba5a222a57c5bb0192cea8e3", + "translation_date": "2025-09-06T21:25:11+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/README.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/16-communication/assignment.md": { + "original_hash": "8980d7efd101c82d6d6ffc3458214120", + "translation_date": "2025-08-28T02:33:54+00:00", + "source_file": "4-Data-Science-Lifecycle/16-communication/assignment.md", + "language_code": "tl" + }, + "4-Data-Science-Lifecycle/README.md": { + "original_hash": "dd173fd30fc039a7a299898920680723", + "translation_date": "2025-08-28T02:30:55+00:00", + "source_file": "4-Data-Science-Lifecycle/README.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/17-Introduction/README.md": { + "original_hash": "5f8e7cdefa096664ae86f795be571580", + "translation_date": "2025-09-06T00:17:40+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/README.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/17-Introduction/assignment.md": { + "original_hash": "96f3696153d9ed54b19a1bb65438c104", + "translation_date": "2025-08-28T02:25:50+00:00", + "source_file": "5-Data-Science-In-Cloud/17-Introduction/assignment.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/18-Low-Code/README.md": { + "original_hash": "bd4da10766c64fce4294a98f6479dfb0", + "translation_date": "2025-09-06T00:16:43+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/README.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/18-Low-Code/assignment.md": { + "original_hash": "8fdc4a5fd9bc27a8d2ebef995dfbf73f", + "translation_date": "2025-08-28T02:25:02+00:00", + "source_file": "5-Data-Science-In-Cloud/18-Low-Code/assignment.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/19-Azure/README.md": { + "original_hash": "472d3fab1c5be50f387336e7a686dbe1", + "translation_date": "2025-09-06T00:18:49+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/README.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/19-Azure/assignment.md": { + "original_hash": "386efdbc19786951341f6956247ee990", + "translation_date": "2025-08-28T02:26:38+00:00", + "source_file": "5-Data-Science-In-Cloud/19-Azure/assignment.md", + "language_code": "tl" + }, + "5-Data-Science-In-Cloud/README.md": { + "original_hash": "8dfe141a0f46f7d253e07f74913c7f44", + "translation_date": "2025-08-28T02:23:31+00:00", + "source_file": "5-Data-Science-In-Cloud/README.md", + "language_code": "tl" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/README.md": { + "original_hash": "0f67a4139454816631526779a456b734", + "translation_date": "2025-09-06T18:39:06+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/README.md", + "language_code": "tl" + }, + "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md": { + "original_hash": "d1e05715f9d97de6c4f1fb0c5a4702c0", + "translation_date": "2025-08-28T02:49:29+00:00", + "source_file": "6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md", + "language_code": "tl" + }, + "6-Data-Science-In-Wild/README.md": { + "original_hash": "07faf02ff163e609edf0b0308dc5d4e6", + "translation_date": "2025-08-28T02:48:33+00:00", + "source_file": "6-Data-Science-In-Wild/README.md", + "language_code": "tl" + }, + "AGENTS.md": { + "original_hash": "cc2e18ab65df63e75d3619c4752e9b22", + "translation_date": "2025-10-03T11:32:55+00:00", + "source_file": "AGENTS.md", + "language_code": "tl" + }, + "CODE_OF_CONDUCT.md": { + "original_hash": "c06b12caf3c901eb3156e3dd5b0aea56", + "translation_date": "2025-08-28T02:23:25+00:00", + "source_file": "CODE_OF_CONDUCT.md", + "language_code": "tl" + }, + "CONTRIBUTING.md": { + "original_hash": "10f86fb29b5407088445ac803b3d0ed1", + "translation_date": "2025-10-03T14:24:07+00:00", + "source_file": "CONTRIBUTING.md", + "language_code": "tl" + }, + "INSTALLATION.md": { + "original_hash": "a64d8afa22ffcc2016bb239188d6acb1", + "translation_date": "2025-10-03T15:23:43+00:00", + "source_file": "INSTALLATION.md", + "language_code": "tl" + }, + "README.md": { + "original_hash": "8ec92ecfeb14923af733851239552146", + "translation_date": "2026-01-30T02:12:00+00:00", + "source_file": "README.md", + "language_code": "tl" + }, + "SECURITY.md": { + "original_hash": "0d575483100c332b2dbaefef915bb3c4", + "translation_date": "2025-08-28T02:22:58+00:00", + "source_file": "SECURITY.md", + "language_code": "tl" + }, + "SUPPORT.md": { + "original_hash": "872be8bc1b93ef1dd9ac3d6e8f99f6ab", + "translation_date": "2025-08-28T02:22:44+00:00", + "source_file": "SUPPORT.md", + "language_code": "tl" + }, + "TROUBLESHOOTING.md": { + "original_hash": "93a6a8a8a209128cbfedcbc076ee21b0", + "translation_date": "2025-10-03T15:44:40+00:00", + "source_file": "TROUBLESHOOTING.md", + "language_code": "tl" + }, + "USAGE.md": { + "original_hash": "f546349678757508d69ce9e1d2688446", + "translation_date": "2025-10-03T15:07:29+00:00", + "source_file": "USAGE.md", + "language_code": "tl" + }, + "docs/_sidebar.md": { + "original_hash": "3767555b3cc28a2865c79202f4374204", + "translation_date": "2025-08-28T02:30:43+00:00", + "source_file": "docs/_sidebar.md", + "language_code": "tl" + }, + "examples/README.md": { + "original_hash": "9bef7fd96c8f262339933117d9b3e342", + "translation_date": "2025-10-03T13:05:40+00:00", + "source_file": "examples/README.md", + "language_code": "tl" + }, + "for-teachers.md": { + "original_hash": "f7440be10c17a8a9262713af3d2818a9", + "translation_date": "2025-09-06T19:59:43+00:00", + "source_file": "for-teachers.md", + "language_code": "tl" + }, + "quiz-app/README.md": { + "original_hash": "e92c33ea498915a13c9aec162616db18", + "translation_date": "2025-08-28T02:48:16+00:00", + "source_file": "quiz-app/README.md", + "language_code": "tl" + }, + "sketchnotes/README.md": { + "original_hash": "3a848466cb63aff1a93411affb152c2a", + "translation_date": "2025-08-28T02:49:42+00:00", + "source_file": "sketchnotes/README.md", + "language_code": "tl" + } +} \ No newline at end of file diff --git a/translations/tl/1-Introduction/01-defining-data-science/README.md b/translations/tl/1-Introduction/01-defining-data-science/README.md index fc93e54b..1571620b 100644 --- a/translations/tl/1-Introduction/01-defining-data-science/README.md +++ b/translations/tl/1-Introduction/01-defining-data-science/README.md @@ -1,12 +1,3 @@ - # Pagpapakilala sa Data Science | ![Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/01-Definitions.png) | diff --git a/translations/tl/1-Introduction/01-defining-data-science/assignment.md b/translations/tl/1-Introduction/01-defining-data-science/assignment.md index 4d15ece2..fac33d1f 100644 --- a/translations/tl/1-Introduction/01-defining-data-science/assignment.md +++ b/translations/tl/1-Introduction/01-defining-data-science/assignment.md @@ -1,12 +1,3 @@ - # Takdang-Aralin: Mga Senaryo sa Data Science Sa unang takdang-aralin na ito, hinihiling namin sa iyo na pag-isipan ang ilang totoong proseso o problema sa iba't ibang larangan, at kung paano mo ito mapapabuti gamit ang proseso ng Data Science. Pag-isipan ang mga sumusunod: diff --git a/translations/tl/1-Introduction/01-defining-data-science/solution/assignment.md b/translations/tl/1-Introduction/01-defining-data-science/solution/assignment.md index 0db0fb03..00aecefa 100644 --- a/translations/tl/1-Introduction/01-defining-data-science/solution/assignment.md +++ b/translations/tl/1-Introduction/01-defining-data-science/solution/assignment.md @@ -1,12 +1,3 @@ - # Takdang-Aralin: Mga Senaryo sa Data Science Sa unang takdang-aralin na ito, hinihiling namin sa iyo na pag-isipan ang ilang totoong proseso o problema sa iba't ibang larangan, at kung paano mo ito mapapabuti gamit ang proseso ng Data Science. Pag-isipan ang mga sumusunod: diff --git a/translations/tl/1-Introduction/02-ethics/README.md b/translations/tl/1-Introduction/02-ethics/README.md index 430ca141..3cc769e7 100644 --- a/translations/tl/1-Introduction/02-ethics/README.md +++ b/translations/tl/1-Introduction/02-ethics/README.md @@ -1,12 +1,3 @@ - # Panimula sa Etika ng Data |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/02-Ethics.png)| diff --git a/translations/tl/1-Introduction/02-ethics/assignment.md b/translations/tl/1-Introduction/02-ethics/assignment.md index a34fb188..31c0976a 100644 --- a/translations/tl/1-Introduction/02-ethics/assignment.md +++ b/translations/tl/1-Introduction/02-ethics/assignment.md @@ -1,12 +1,3 @@ - ## Sumulat ng Pag-aaral ng Kaso Tungkol sa Etika ng Datos ## Mga Panuto diff --git a/translations/tl/1-Introduction/03-defining-data/README.md b/translations/tl/1-Introduction/03-defining-data/README.md index 2c11ad2f..baeb6617 100644 --- a/translations/tl/1-Introduction/03-defining-data/README.md +++ b/translations/tl/1-Introduction/03-defining-data/README.md @@ -1,12 +1,3 @@ - # Pagpapakahulugan ng Datos |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/03-DefiningData.png)| diff --git a/translations/tl/1-Introduction/03-defining-data/assignment.md b/translations/tl/1-Introduction/03-defining-data/assignment.md index 71244b69..8ca3a1ea 100644 --- a/translations/tl/1-Introduction/03-defining-data/assignment.md +++ b/translations/tl/1-Introduction/03-defining-data/assignment.md @@ -1,12 +1,3 @@ - # Pag-uuri ng Mga Dataset ## Mga Panuto diff --git a/translations/tl/1-Introduction/04-stats-and-probability/README.md b/translations/tl/1-Introduction/04-stats-and-probability/README.md index 904e4b33..c9f4759a 100644 --- a/translations/tl/1-Introduction/04-stats-and-probability/README.md +++ b/translations/tl/1-Introduction/04-stats-and-probability/README.md @@ -1,12 +1,3 @@ - # Isang Maikling Panimula sa Estadistika at Probabilidad |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/04-Statistics-Probability.png)| @@ -64,7 +55,7 @@ Upang matulungan tayong maunawaan ang distribution ng datos, kapaki-pakinabang n Graphically, maaari nating ipakita ang relasyon sa pagitan ng median at quartiles sa isang diagram na tinatawag na **box plot**: -Box Plot Explanation +Box Plot Explanation Dito, kinakalkula rin natin ang **inter-quartile range** IQR=Q3-Q1, at ang tinatawag na **outliers** - mga halaga na nasa labas ng mga hangganan [Q1-1.5*IQR,Q3+1.5*IQR]. diff --git a/translations/tl/1-Introduction/04-stats-and-probability/assignment.md b/translations/tl/1-Introduction/04-stats-and-probability/assignment.md index 5b11fa4e..4a77223b 100644 --- a/translations/tl/1-Introduction/04-stats-and-probability/assignment.md +++ b/translations/tl/1-Introduction/04-stats-and-probability/assignment.md @@ -1,12 +1,3 @@ - # Maliit na Pag-aaral Tungkol sa Diabetes Sa gawaing ito, gagamit tayo ng maliit na dataset ng mga pasyenteng may diabetes na kinuha mula [dito](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html). diff --git a/translations/tl/1-Introduction/README.md b/translations/tl/1-Introduction/README.md index e7e76330..0de84ae3 100644 --- a/translations/tl/1-Introduction/README.md +++ b/translations/tl/1-Introduction/README.md @@ -1,12 +1,3 @@ - # Panimula sa Data Science ![data in action](../../../translated_images/tl/data.48e22bb7617d8d92188afbc4c48effb920ba79f5cebdc0652cd9f34bbbd90c18.jpg) diff --git a/translations/tl/2-Working-With-Data/05-relational-databases/README.md b/translations/tl/2-Working-With-Data/05-relational-databases/README.md index eec8ef39..a42e385f 100644 --- a/translations/tl/2-Working-With-Data/05-relational-databases/README.md +++ b/translations/tl/2-Working-With-Data/05-relational-databases/README.md @@ -1,12 +1,3 @@ - # Paggamit ng Data: Relational Databases |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/05-RelationalData.png)| diff --git a/translations/tl/2-Working-With-Data/05-relational-databases/assignment.md b/translations/tl/2-Working-With-Data/05-relational-databases/assignment.md index bf9e10a0..2a4df5e3 100644 --- a/translations/tl/2-Working-With-Data/05-relational-databases/assignment.md +++ b/translations/tl/2-Working-With-Data/05-relational-databases/assignment.md @@ -1,12 +1,3 @@ - # Pagpapakita ng datos ng paliparan Binigyan ka ng isang [database](https://raw.githubusercontent.com/Microsoft/Data-Science-For-Beginners/main/2-Working-With-Data/05-relational-databases/airports.db) na ginawa gamit ang [SQLite](https://sqlite.org/index.html) na naglalaman ng impormasyon tungkol sa mga paliparan. Ang schema ay ipinapakita sa ibaba. Gagamitin mo ang [SQLite extension](https://marketplace.visualstudio.com/items?itemName=alexcvzz.vscode-sqlite&WT.mc_id=academic-77958-bethanycheum) sa [Visual Studio Code](https://code.visualstudio.com?WT.mc_id=academic-77958-bethanycheum) upang ipakita ang impormasyon tungkol sa mga paliparan sa iba't ibang lungsod. diff --git a/translations/tl/2-Working-With-Data/06-non-relational/README.md b/translations/tl/2-Working-With-Data/06-non-relational/README.md index e31c31b9..7d1e4519 100644 --- a/translations/tl/2-Working-With-Data/06-non-relational/README.md +++ b/translations/tl/2-Working-With-Data/06-non-relational/README.md @@ -1,12 +1,3 @@ - # Paggamit ng Data: Non-Relational Data |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/06-NoSQL.png)| diff --git a/translations/tl/2-Working-With-Data/06-non-relational/assignment.md b/translations/tl/2-Working-With-Data/06-non-relational/assignment.md index f4ac703a..42c937e0 100644 --- a/translations/tl/2-Working-With-Data/06-non-relational/assignment.md +++ b/translations/tl/2-Working-With-Data/06-non-relational/assignment.md @@ -1,12 +1,3 @@ - # Kita ng Soda ## Mga Panuto diff --git a/translations/tl/2-Working-With-Data/07-python/README.md b/translations/tl/2-Working-With-Data/07-python/README.md index a4ffedb7..65c1e01a 100644 --- a/translations/tl/2-Working-With-Data/07-python/README.md +++ b/translations/tl/2-Working-With-Data/07-python/README.md @@ -1,12 +1,3 @@ - # Paggamit ng Data: Python at ang Pandas Library | ![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/07-WorkWithPython.png) | diff --git a/translations/tl/2-Working-With-Data/07-python/assignment.md b/translations/tl/2-Working-With-Data/07-python/assignment.md index 1895d34b..abd7ccbf 100644 --- a/translations/tl/2-Working-With-Data/07-python/assignment.md +++ b/translations/tl/2-Working-With-Data/07-python/assignment.md @@ -1,12 +1,3 @@ - # Takdang-Aralin para sa Pagproseso ng Data sa Python Sa takdang-araling ito, hihilingin namin sa iyo na palawakin ang code na sinimulan naming buuin sa aming mga hamon. Ang takdang-aralin ay binubuo ng dalawang bahagi: diff --git a/translations/tl/2-Working-With-Data/08-data-preparation/README.md b/translations/tl/2-Working-With-Data/08-data-preparation/README.md index 6cefdbe9..f2fd29b0 100644 --- a/translations/tl/2-Working-With-Data/08-data-preparation/README.md +++ b/translations/tl/2-Working-With-Data/08-data-preparation/README.md @@ -1,12 +1,3 @@ - # Paggawa gamit ang Data: Paghahanda ng Data |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/08-DataPreparation.png)| diff --git a/translations/tl/2-Working-With-Data/08-data-preparation/assignment.md b/translations/tl/2-Working-With-Data/08-data-preparation/assignment.md index 0b44bfbb..8d0f503f 100644 --- a/translations/tl/2-Working-With-Data/08-data-preparation/assignment.md +++ b/translations/tl/2-Working-With-Data/08-data-preparation/assignment.md @@ -1,12 +1,3 @@ - # Pagsusuri ng Datos mula sa Isang Form Ang isang kliyente ay sumubok ng isang [maliit na form](../../../../2-Working-With-Data/08-data-preparation/index.html) upang mangalap ng ilang pangunahing impormasyon tungkol sa kanilang mga kliyente. Dinala nila ang kanilang mga natuklasan sa iyo upang ma-validate ang datos na kanilang nakalap. Maaari mong buksan ang pahinang `index.html` sa browser upang makita ang form. diff --git a/translations/tl/2-Working-With-Data/README.md b/translations/tl/2-Working-With-Data/README.md index dffa2745..7bc8beb1 100644 --- a/translations/tl/2-Working-With-Data/README.md +++ b/translations/tl/2-Working-With-Data/README.md @@ -1,12 +1,3 @@ - # Paggamit ng Data ![data love](../../../translated_images/tl/data-love.a22ef29e6742c852505ada062920956d3d7604870b281a8ca7c7ac6f37381d5a.jpg) diff --git a/translations/tl/3-Data-Visualization/09-visualization-quantities/README.md b/translations/tl/3-Data-Visualization/09-visualization-quantities/README.md index 235a05c4..40a6326a 100644 --- a/translations/tl/3-Data-Visualization/09-visualization-quantities/README.md +++ b/translations/tl/3-Data-Visualization/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Dami |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/09-Visualizing-Quantities.png)| diff --git a/translations/tl/3-Data-Visualization/09-visualization-quantities/assignment.md b/translations/tl/3-Data-Visualization/09-visualization-quantities/assignment.md index c8ef6ffd..55bf0808 100644 --- a/translations/tl/3-Data-Visualization/09-visualization-quantities/assignment.md +++ b/translations/tl/3-Data-Visualization/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Mga Linya, Scatter, at Bar ## Mga Panuto diff --git a/translations/tl/3-Data-Visualization/10-visualization-distributions/README.md b/translations/tl/3-Data-Visualization/10-visualization-distributions/README.md index 202cf9b9..0f3a50dd 100644 --- a/translations/tl/3-Data-Visualization/10-visualization-distributions/README.md +++ b/translations/tl/3-Data-Visualization/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Pamamahagi |![Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/tl/3-Data-Visualization/10-visualization-distributions/assignment.md b/translations/tl/3-Data-Visualization/10-visualization-distributions/assignment.md index 3ca5159a..69e878ff 100644 --- a/translations/tl/3-Data-Visualization/10-visualization-distributions/assignment.md +++ b/translations/tl/3-Data-Visualization/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # I-apply ang Iyong Mga Kasanayan ## Mga Instruksyon diff --git a/translations/tl/3-Data-Visualization/11-visualization-proportions/README.md b/translations/tl/3-Data-Visualization/11-visualization-proportions/README.md index f4ec1b68..ad41a3bd 100644 --- a/translations/tl/3-Data-Visualization/11-visualization-proportions/README.md +++ b/translations/tl/3-Data-Visualization/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Proporsyon |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/tl/3-Data-Visualization/11-visualization-proportions/assignment.md b/translations/tl/3-Data-Visualization/11-visualization-proportions/assignment.md index f86967b2..ff65cae2 100644 --- a/translations/tl/3-Data-Visualization/11-visualization-proportions/assignment.md +++ b/translations/tl/3-Data-Visualization/11-visualization-proportions/assignment.md @@ -1,12 +1,3 @@ - # Subukan ito sa Excel ## Mga Instruksyon diff --git a/translations/tl/3-Data-Visualization/12-visualization-relationships/README.md b/translations/tl/3-Data-Visualization/12-visualization-relationships/README.md index 4eaa57c8..48458e1e 100644 --- a/translations/tl/3-Data-Visualization/12-visualization-relationships/README.md +++ b/translations/tl/3-Data-Visualization/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Relasyon: Lahat Tungkol sa Pulot ๐Ÿฏ |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/tl/3-Data-Visualization/12-visualization-relationships/assignment.md b/translations/tl/3-Data-Visualization/12-visualization-relationships/assignment.md index 784a2aa1..28cfdbcd 100644 --- a/translations/tl/3-Data-Visualization/12-visualization-relationships/assignment.md +++ b/translations/tl/3-Data-Visualization/12-visualization-relationships/assignment.md @@ -1,12 +1,3 @@ - # Sumisid sa pugad ng mga bubuyog ## Mga Panuto diff --git a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/README.md b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/README.md index a1d446f2..3c6200e0 100644 --- a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/README.md +++ b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/README.md @@ -1,12 +1,3 @@ - # Paggawa ng Makabuluhang Visualisasyon |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/assignment.md b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/assignment.md index f26566b5..70b5be7f 100644 --- a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/assignment.md +++ b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/assignment.md @@ -1,12 +1,3 @@ - # Gumawa ng Sariling Custom na Vis ## Mga Instruksyon diff --git a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/solution/README.md b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/solution/README.md index c17f7b36..70fd294e 100644 --- a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/solution/README.md +++ b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/solution/README.md @@ -1,12 +1,3 @@ - # Proyekto ng Pagpapakita ng Datos ng Dangerous Liaisons Para makapagsimula, tiyakin na mayroon kang NPM at Node na tumatakbo sa iyong makina. I-install ang mga kinakailangang dependencies (npm install) at pagkatapos ay patakbuhin ang proyekto nang lokal (npm run serve): diff --git a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/starter/README.md b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/starter/README.md index 83725834..ab84ea6c 100644 --- a/translations/tl/3-Data-Visualization/13-meaningful-visualizations/starter/README.md +++ b/translations/tl/3-Data-Visualization/13-meaningful-visualizations/starter/README.md @@ -1,12 +1,3 @@ - # Proyekto sa Pagpapakita ng Datos ng Dangerous Liaisons Para makapagsimula, tiyakin na naka-install ang NPM at Node sa iyong makina. I-install ang mga kinakailangang dependencies (npm install) at pagkatapos ay patakbuhin ang proyekto nang lokal (npm run serve): diff --git a/translations/tl/3-Data-Visualization/R/09-visualization-quantities/README.md b/translations/tl/3-Data-Visualization/R/09-visualization-quantities/README.md index eb8d09b0..79223a52 100644 --- a/translations/tl/3-Data-Visualization/R/09-visualization-quantities/README.md +++ b/translations/tl/3-Data-Visualization/R/09-visualization-quantities/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Dami |![Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev)](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/09-Visualizing-Quantities.png)| diff --git a/translations/tl/3-Data-Visualization/R/09-visualization-quantities/assignment.md b/translations/tl/3-Data-Visualization/R/09-visualization-quantities/assignment.md index 63f9d1e4..852d6e7f 100644 --- a/translations/tl/3-Data-Visualization/R/09-visualization-quantities/assignment.md +++ b/translations/tl/3-Data-Visualization/R/09-visualization-quantities/assignment.md @@ -1,12 +1,3 @@ - # Mga Linya, Scatter, at Bar ## Mga Panuto diff --git a/translations/tl/3-Data-Visualization/R/10-visualization-distributions/README.md b/translations/tl/3-Data-Visualization/R/10-visualization-distributions/README.md index 9f9ffab2..8b312225 100644 --- a/translations/tl/3-Data-Visualization/R/10-visualization-distributions/README.md +++ b/translations/tl/3-Data-Visualization/R/10-visualization-distributions/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Pamamahagi |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](https://github.com/microsoft/Data-Science-For-Beginners/blob/main/sketchnotes/10-Visualizing-Distributions.png)| diff --git a/translations/tl/3-Data-Visualization/R/10-visualization-distributions/assignment.md b/translations/tl/3-Data-Visualization/R/10-visualization-distributions/assignment.md index d1da042a..ed0e6b01 100644 --- a/translations/tl/3-Data-Visualization/R/10-visualization-distributions/assignment.md +++ b/translations/tl/3-Data-Visualization/R/10-visualization-distributions/assignment.md @@ -1,12 +1,3 @@ - # I-apply ang Iyong Mga Kasanayan ## Mga Panuto diff --git a/translations/tl/3-Data-Visualization/R/11-visualization-proportions/README.md b/translations/tl/3-Data-Visualization/R/11-visualization-proportions/README.md index 0dede4c4..0caebcbe 100644 --- a/translations/tl/3-Data-Visualization/R/11-visualization-proportions/README.md +++ b/translations/tl/3-Data-Visualization/R/11-visualization-proportions/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Proporsyon |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/11-Visualizing-Proportions.png)| diff --git a/translations/tl/3-Data-Visualization/R/12-visualization-relationships/README.md b/translations/tl/3-Data-Visualization/R/12-visualization-relationships/README.md index 3fd61100..1dcaf5cd 100644 --- a/translations/tl/3-Data-Visualization/R/12-visualization-relationships/README.md +++ b/translations/tl/3-Data-Visualization/R/12-visualization-relationships/README.md @@ -1,12 +1,3 @@ - # Pagpapakita ng Relasyon: Lahat Tungkol sa Pulot ๐Ÿฏ |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/12-Visualizing-Relationships.png)| diff --git a/translations/tl/3-Data-Visualization/R/13-meaningful-vizualizations/README.md b/translations/tl/3-Data-Visualization/R/13-meaningful-vizualizations/README.md index ea237dea..e932fd3e 100644 --- a/translations/tl/3-Data-Visualization/R/13-meaningful-vizualizations/README.md +++ b/translations/tl/3-Data-Visualization/R/13-meaningful-vizualizations/README.md @@ -1,12 +1,3 @@ - # Paggawa ng Makahulugang Visualisasyon |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../../sketchnotes/13-MeaningfulViz.png)| diff --git a/translations/tl/3-Data-Visualization/README.md b/translations/tl/3-Data-Visualization/README.md index a773c9dd..ded1a494 100644 --- a/translations/tl/3-Data-Visualization/README.md +++ b/translations/tl/3-Data-Visualization/README.md @@ -1,12 +1,3 @@ - # Mga Biswal na Presentasyon ![isang bubuyog sa bulaklak ng lavender](../../../translated_images/tl/bee.0aa1d91132b12e3a8994b9ca12816d05ce1642010d9b8be37f8d37365ba845cf.jpg) diff --git a/translations/tl/4-Data-Science-Lifecycle/14-Introduction/README.md b/translations/tl/4-Data-Science-Lifecycle/14-Introduction/README.md index 01ab4865..06b47b8a 100644 --- a/translations/tl/4-Data-Science-Lifecycle/14-Introduction/README.md +++ b/translations/tl/4-Data-Science-Lifecycle/14-Introduction/README.md @@ -1,12 +1,3 @@ - # Panimula sa Lifecycle ng Data Science |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/14-DataScience-Lifecycle.png)| diff --git a/translations/tl/4-Data-Science-Lifecycle/14-Introduction/assignment.md b/translations/tl/4-Data-Science-Lifecycle/14-Introduction/assignment.md index 35cb610b..7c482d08 100644 --- a/translations/tl/4-Data-Science-Lifecycle/14-Introduction/assignment.md +++ b/translations/tl/4-Data-Science-Lifecycle/14-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Pagsusuri ng Dataset Isang kliyente ang lumapit sa inyong team para humingi ng tulong sa pagsisiyasat ng mga pana-panahong gawi sa paggastos ng mga customer ng taxi sa New York City. diff --git a/translations/tl/4-Data-Science-Lifecycle/15-analyzing/README.md b/translations/tl/4-Data-Science-Lifecycle/15-analyzing/README.md index 10e09ef7..9037df52 100644 --- a/translations/tl/4-Data-Science-Lifecycle/15-analyzing/README.md +++ b/translations/tl/4-Data-Science-Lifecycle/15-analyzing/README.md @@ -1,12 +1,3 @@ - # Ang Lifecycle ng Data Science: Pagsusuri |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/15-Analyzing.png)| diff --git a/translations/tl/4-Data-Science-Lifecycle/15-analyzing/assignment.md b/translations/tl/4-Data-Science-Lifecycle/15-analyzing/assignment.md index 454b6510..c8732ba1 100644 --- a/translations/tl/4-Data-Science-Lifecycle/15-analyzing/assignment.md +++ b/translations/tl/4-Data-Science-Lifecycle/15-analyzing/assignment.md @@ -1,12 +1,3 @@ - # Pagsusuri para sa mga sagot Ito ay pagpapatuloy ng [gawain](../14-Introduction/assignment.md) mula sa nakaraang aralin, kung saan bahagyang sinuri ang data set. Ngayon, mas malalim nating titingnan ang data. diff --git a/translations/tl/4-Data-Science-Lifecycle/16-communication/README.md b/translations/tl/4-Data-Science-Lifecycle/16-communication/README.md index 6e157aa6..0e53251e 100644 --- a/translations/tl/4-Data-Science-Lifecycle/16-communication/README.md +++ b/translations/tl/4-Data-Science-Lifecycle/16-communication/README.md @@ -1,12 +1,3 @@ - # Ang Lifecycle ng Data Science: Komunikasyon |![Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev)](../../sketchnotes/16-Communicating.png)| diff --git a/translations/tl/4-Data-Science-Lifecycle/16-communication/assignment.md b/translations/tl/4-Data-Science-Lifecycle/16-communication/assignment.md index fdc441be..813e7601 100644 --- a/translations/tl/4-Data-Science-Lifecycle/16-communication/assignment.md +++ b/translations/tl/4-Data-Science-Lifecycle/16-communication/assignment.md @@ -1,12 +1,3 @@ - # Magkwento ## Mga Panuto diff --git a/translations/tl/4-Data-Science-Lifecycle/README.md b/translations/tl/4-Data-Science-Lifecycle/README.md index e5f151ef..614bc5f6 100644 --- a/translations/tl/4-Data-Science-Lifecycle/README.md +++ b/translations/tl/4-Data-Science-Lifecycle/README.md @@ -1,12 +1,3 @@ - # Ang Lifecycle ng Data Science ![communication](../../../translated_images/tl/communication.06d8e2a88d30d168d661ad9f9f0a4f947ebff3719719cfdaf9ed00a406a01ead.jpg) diff --git a/translations/tl/5-Data-Science-In-Cloud/17-Introduction/README.md b/translations/tl/5-Data-Science-In-Cloud/17-Introduction/README.md index f1e84bac..724ca93a 100644 --- a/translations/tl/5-Data-Science-In-Cloud/17-Introduction/README.md +++ b/translations/tl/5-Data-Science-In-Cloud/17-Introduction/README.md @@ -1,12 +1,3 @@ - # Panimula sa Data Science sa Cloud |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/17-DataScience-Cloud.png)| diff --git a/translations/tl/5-Data-Science-In-Cloud/17-Introduction/assignment.md b/translations/tl/5-Data-Science-In-Cloud/17-Introduction/assignment.md index 4651bd53..62f1462c 100644 --- a/translations/tl/5-Data-Science-In-Cloud/17-Introduction/assignment.md +++ b/translations/tl/5-Data-Science-In-Cloud/17-Introduction/assignment.md @@ -1,12 +1,3 @@ - # Pananaliksik sa Merkado ## Mga Instruksyon diff --git a/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/README.md b/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/README.md index 9faf0579..2b6bac32 100644 --- a/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/README.md +++ b/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/README.md @@ -1,12 +1,3 @@ - # Data Science sa Cloud: Ang "Low code/No code" na Paraan |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/18-DataScience-Cloud.png)| diff --git a/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/assignment.md b/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/assignment.md index 26a6c73b..9b74c41a 100644 --- a/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/assignment.md +++ b/translations/tl/5-Data-Science-In-Cloud/18-Low-Code/assignment.md @@ -1,12 +1,3 @@ - # Low code/No code Data Science project sa Azure ML ## Mga Instruksyon diff --git a/translations/tl/5-Data-Science-In-Cloud/19-Azure/README.md b/translations/tl/5-Data-Science-In-Cloud/19-Azure/README.md index 1404cb96..3df57a47 100644 --- a/translations/tl/5-Data-Science-In-Cloud/19-Azure/README.md +++ b/translations/tl/5-Data-Science-In-Cloud/19-Azure/README.md @@ -1,12 +1,3 @@ - # Data Science sa Cloud: Ang "Azure ML SDK" na Paraan |![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/19-DataScience-Cloud.png)| diff --git a/translations/tl/5-Data-Science-In-Cloud/19-Azure/assignment.md b/translations/tl/5-Data-Science-In-Cloud/19-Azure/assignment.md index 074d4b0e..080e0f3f 100644 --- a/translations/tl/5-Data-Science-In-Cloud/19-Azure/assignment.md +++ b/translations/tl/5-Data-Science-In-Cloud/19-Azure/assignment.md @@ -1,12 +1,3 @@ - # Proyekto sa Data Science gamit ang Azure ML SDK ## Mga Instruksyon diff --git a/translations/tl/5-Data-Science-In-Cloud/README.md b/translations/tl/5-Data-Science-In-Cloud/README.md index 81a73989..da35c791 100644 --- a/translations/tl/5-Data-Science-In-Cloud/README.md +++ b/translations/tl/5-Data-Science-In-Cloud/README.md @@ -1,12 +1,3 @@ - # Data Science sa Cloud ![cloud-picture](../../../translated_images/tl/cloud-picture.f5526de3c6c6387b2d656ba94f019b3352e5e3854a78440e4fb00c93e2dea675.jpg) diff --git a/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/README.md b/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/README.md index ac3ad498..be668378 100644 --- a/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/README.md +++ b/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/README.md @@ -1,12 +1,3 @@ - # Data Science sa Tunay na Mundo | ![ Sketchnote ni [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/20-DataScience-RealWorld.png) | diff --git a/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md b/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md index f8c1e2d2..3af3d14d 100644 --- a/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md +++ b/translations/tl/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md @@ -1,12 +1,3 @@ - # Mag-explore ng Dataset mula sa Planetary Computer ## Mga Instruksyon diff --git a/translations/tl/6-Data-Science-In-Wild/README.md b/translations/tl/6-Data-Science-In-Wild/README.md index 07e5d07b..e2f1ad57 100644 --- a/translations/tl/6-Data-Science-In-Wild/README.md +++ b/translations/tl/6-Data-Science-In-Wild/README.md @@ -1,12 +1,3 @@ - # Agham ng Datos sa Likas na Kapaligiran Mga totoong aplikasyon ng agham ng datos sa iba't ibang industriya. diff --git a/translations/tl/AGENTS.md b/translations/tl/AGENTS.md index deb45bc4..7184c110 100644 --- a/translations/tl/AGENTS.md +++ b/translations/tl/AGENTS.md @@ -1,12 +1,3 @@ - # AGENTS.md ## Pangkalahatang-ideya ng Proyekto diff --git a/translations/tl/CODE_OF_CONDUCT.md b/translations/tl/CODE_OF_CONDUCT.md index c256237c..47ede0d5 100644 --- a/translations/tl/CODE_OF_CONDUCT.md +++ b/translations/tl/CODE_OF_CONDUCT.md @@ -1,12 +1,3 @@ - # Microsoft Open Source Code of Conduct Ang proyektong ito ay sumusunod sa [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). diff --git a/translations/tl/CONTRIBUTING.md b/translations/tl/CONTRIBUTING.md index c3598096..dc9d07d1 100644 --- a/translations/tl/CONTRIBUTING.md +++ b/translations/tl/CONTRIBUTING.md @@ -1,12 +1,3 @@ - # Pag-aambag sa Data Science para sa mga Nagsisimula Salamat sa iyong interes na mag-ambag sa kurikulum ng Data Science para sa mga Nagsisimula! Bukas kami sa mga kontribusyon mula sa komunidad. diff --git a/translations/tl/INSTALLATION.md b/translations/tl/INSTALLATION.md index 0c1f6836..d428c127 100644 --- a/translations/tl/INSTALLATION.md +++ b/translations/tl/INSTALLATION.md @@ -1,12 +1,3 @@ - # Gabay sa Pag-install Ang gabay na ito ay tutulong sa iyo na i-set up ang iyong environment para magamit ang kurikulum ng Data Science for Beginners. diff --git a/translations/tl/README.md b/translations/tl/README.md index 75b806eb..681d6612 100644 --- a/translations/tl/README.md +++ b/translations/tl/README.md @@ -1,12 +1,3 @@ - # Data Science para sa mga Nagsisimula - Isang Kurikulum [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=344191198) @@ -26,237 +17,237 @@ CO_OP_TRANSLATOR_METADATA: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) -Ang Azure Cloud Advocates sa Microsoft ay natutuwa na mag-alok ng 10-linggong, 20-aralang kurikulum tungkol sa Data Science. Ang bawat aralin ay may kasamang pre-lesson at post-lesson na pagsusulit, mga nakasulat na tagubilin para tapusin ang aralin, isang solusyon, at isang asignatura. Ang aming pedagogiyang nakabatay sa proyekto ay nagbibigay-daan sa iyo na matuto habang nagtatayo, isang napatunayang paraan para manatili ang bagong mga kasanayan. +Ikinalulugod ng Azure Cloud Advocates sa Microsoft na mag-alok ng 10-linggong, 20-lesson na kurikulum na tungkol sa Data Science. Bawat aralin ay may kasamang pre-lesson at post-lesson na mga pagsusulit, nakasulat na mga tagubilin para matapos ang aralin, solusyon, at isang assignment. Ang aming pedagohiyang nakabatay sa proyekto ay nagpapahintulot sa iyo na matuto habang gumagawa, isang napatunayang paraan para manatili ang mga bagong kasanayan. -**Malugod na pasasalamat sa aming mga may-akda:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). +**Taos-pusong pasasalamat sa aming mga may-akda:** [Jasmine Greenaway](https://www.twitter.com/paladique), [Dmitry Soshnikov](http://soshnikov.com), [Nitya Narasimhan](https://twitter.com/nitya), [Jalen McGee](https://twitter.com/JalenMcG), [Jen Looper](https://twitter.com/jenlooper), [Maud Levy](https://twitter.com/maudstweets), [Tiffany Souterre](https://twitter.com/TiffanySouterre), [Christopher Harrison](https://www.twitter.com/geektrainer). -**๐Ÿ™ Espesyal na pasasalamat ๐Ÿ™ sa aming mga [Microsoft Student Ambassador](https://studentambassadors.microsoft.com/) na mga may-akda, mga tagasuri at mga nag-ambag ng nilalaman,** lalo na sina Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), +**๐Ÿ™ Espesyal na pasasalamat ๐Ÿ™ sa aming mga [Microsoft Student Ambassador](https://studentambassadors.microsoft.com/) na mga may-akda, mga tagasuri at mga nag-aambag ng nilalaman,** partikular kina Aaryan Arora, [Aditya Garg](https://github.com/AdityaGarg00), [Alondra Sanchez](https://www.linkedin.com/in/alondra-sanchez-molina/), [Ankita Singh](https://www.linkedin.com/in/ankitasingh007), [Anupam Mishra](https://www.linkedin.com/in/anupam--mishra/), [Arpita Das](https://www.linkedin.com/in/arpitadas01/), ChhailBihari Dubey, [Dibri Nsofor](https://www.linkedin.com/in/dibrinsofor), [Dishita Bhasin](https://www.linkedin.com/in/dishita-bhasin-7065281bb), [Majd Safi](https://www.linkedin.com/in/majd-s/), [Max Blum](https://www.linkedin.com/in/max-blum-6036a1186/), [Miguel Correa](https://www.linkedin.com/in/miguelmque/), [Mohamma Iftekher (Iftu) Ebne Jalal](https://twitter.com/iftu119), [Nawrin Tabassum](https://www.linkedin.com/in/nawrin-tabassum), [Raymond Wangsa Putra](https://www.linkedin.com/in/raymond-wp/), [Rohit Yadav](https://www.linkedin.com/in/rty2423), Samridhi Sharma, [Sanya Sinha](https://www.linkedin.com/mwlite/in/sanya-sinha-13aab1200), [Sheena Narula](https://www.linkedin.com/in/sheena-narua-n/), [Tauqeer Ahmad](https://www.linkedin.com/in/tauqeerahmad5201/), Yogendrasingh Pawar , [Vidushi Gupta](https://www.linkedin.com/in/vidushi-gupta07/), [Jasleen Sondhi](https://www.linkedin.com/in/jasleen-sondhi/) -|![Sketchnote by @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/tl/00-Title.8af36cd35da1ac55.webp)| +|![Sketchnote by @sketchthedocs https://sketchthedocs.dev](../../translated_images/tl/00-Title.8af36cd35da1ac55.webp)| |:---:| | Data Science Para sa mga Nagsisimula - _Sketchnote ni [@nitya](https://twitter.com/nitya)_ | -### ๐ŸŒ Suporta para sa Maramihang Wika +### ๐ŸŒ Suporta sa Maramihang Wika -#### Sinusuportahan sa pamamagitan ng GitHub Action (Awtomatik at Palaging Napapanahon) +#### Sinusuportahan sa pamamagitan ng GitHub Action (Awtomatiko at Palaging Napapanahon) -[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](./README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](../zh-HK/README.md) | [Chinese (Traditional, Macau)](../zh-MO/README.md) | [Chinese (Traditional, Taiwan)](../zh-TW/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../pt-BR/README.md) | [Portuguese (Portugal)](../pt-PT/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](./README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -> **Mas gusto mo bang i-Clone nang Lokal?** +> **Mas gusto mo bang i-Clone Nang Lokal?** -> Kasama sa repository na ito ang mahigit 50 wika ng pagsasalin na malaki ang pinapataas na laki ng pag-download. Upang i-clone nang walang mga pagsasalin, gamitin ang sparse checkout: +> Kasama sa repository na ito ang 50+ na pagsasalin sa wika na lubos na nagpapalaki ng laki ng pag-download. Para mag-clone nang walang mga pagsasalin, gamitin ang sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Data-Science-For-Beginners.git > cd Data-Science-For-Beginners > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Binibigyan ka nito ng lahat ng kailangan mo upang tapusin ang kurso nang mas mabilis ang pag-download. +> Makukuha mo dito ang lahat ng kailangan mo para matapos ang kurso nang mas mabilis ang pag-download. -**Kung nais mong magkaroon ng karagdagang mga wikang pagsasalin na sinusuportahan ay nakalista [dito](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** +**Kung nais mong magkaroon ng karagdagang mga sinusuportahang wika ng pagsasalin ay nakalista [dito](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md)** #### Sumali sa Aming Komunidad [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Mayroon kaming ongoing na Discord na serye tungkol sa pag-aaral kasama ang AI, matuto pa at sumali sa amin sa [Learn with AI Series](https://aka.ms/learnwithai/discord) mula Setyembre 18 - 30, 2025. Makakakuha ka ng mga tips at tricks sa paggamit ng GitHub Copilot para sa Data Science. +Mayroon kaming tuloy-tuloy na serye sa Discord na pag-aaral kasama ang AI, alamin pa at sumali sa amin sa [Learn with AI Series](https://aka.ms/learnwithai/discord) mula Setyembre 18 - 30, 2025. Makakakuha ka ng mga tips at tricks sa paggamit ng GitHub Copilot para sa Data Science. -![Learn with AI series](../../../../translated_images/tl/1.2b28cdc6205e26fe.webp) +![Learn with AI series](../../translated_images/tl/1.2b28cdc6205e26fe.webp) -# Ikaw ba ay estudyante? +# Ikaw ba ay isang estudyante? -Magsimula gamit ang mga sumusunod na resources: +Simulan gamit ang mga sumusunod na mapagkukunan: -- [Student Hub page](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Sa pahinang ito, makikita mo ang mga beginner resources, Student packs at pati na rin ang mga paraan para makakuha ng libreng cert voucher. Isang pahina ito na nais mong i-bookmark at tingnan paminsan-minsan dahil palagi kaming nagpapalit ng nilalaman kahit buwan-buwan. -- [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Sumali sa isang global na komunidad ng mga student ambassadors, ito ang maaaring maging daan mo sa Microsoft. +- [Student Hub page](https://docs.microsoft.com/en-gb/learn/student-hub?WT.mc_id=academic-77958-bethanycheum) Sa pahinang ito, makakakita ka ng mga beginner resources, student packs, at maging mga paraan para makakuha ng libreng certificate voucher. Isa ito sa mga pahinang gusto mong i-bookmark at tingnan paminsan-minsan habang palitan namin ang nilalaman kahit buwan-buwan. +- [Microsoft Learn Student Ambassadors](https://studentambassadors.microsoft.com?WT.mc_id=academic-77958-bethanycheum) Sumali sa isang pandaigdigang komunidad ng mga student ambassadors, maaaring ito ang iyong daan papasok sa Microsoft. # Pagsisimula ## ๐Ÿ“š Dokumentasyon -- **[Installation Guide](INSTALLATION.md)** - Mga hakbang-hakbang na tagubilin para sa setup ng mga baguhan +- **[Installation Guide](INSTALLATION.md)** - Hakbang-hakbang na mga tagubilin sa pagsasaayos para sa mga baguhan - **[Usage Guide](USAGE.md)** - Mga halimbawa at karaniwang workflow -- **[Troubleshooting](TROUBLESHOOTING.md)** - Mga solusyon sa mga pangkaraniwang problema +- **[Troubleshooting](TROUBLESHOOTING.md)** - Mga solusyon sa karaniwang mga problema - **[Contributing Guide](CONTRIBUTING.md)** - Paano mag-ambag sa proyektong ito -- **[For Teachers](for-teachers.md)** - Gabay sa pagtuturo at mga resources para sa silid-aralan +- **[For Teachers](for-teachers.md)** - Gabay para sa pagtuturo at mga mapagkukunan sa silid-aralan ## ๐Ÿ‘จโ€๐ŸŽ“ Para sa mga Estudyante -> **Ganap na Baguhan**: Bago sa data science? Magsimula sa aming [mga halimbawa na madaling maintindihan](examples/README.md)! Ang mga simpleng halimbawa na may mahusay na pagpapaliwanag na ito ay tutulong sa iyo na maunawaan ang mga pangunahing kaalaman bago sumabak sa buong kurikulum. -> **[Mga Estudyante](https://aka.ms/student-page)**: para gamitin ang kurikulum na ito nang mag-isa, i-fork ang buong repo at tapusin ang mga ehersisyo nang mag-isa, simula sa pre-lecture quiz. Pagkatapos basahin ang lektura at tapusin ang iba pang mga aktibidad. Subukang likhain ang mga proyekto sa pamamagitan ng pag-unawa sa mga aralin sa halip na kopyahin ang code ng solusyon; gayunpaman, ang code na iyon ay makikita sa mga /solutions na folder sa bawat araling nakatuon sa proyekto. Isang ideya rin ay magbuo ng study group kasama ang mga kaibigan at sabay-sabay pag-aralan ang nilalaman. Para sa karagdagang pag-aaral, inirerekomenda namin ang [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). +> **Kumpletong mga Baguhan**: Bago ka sa data science? Magsimula sa aming [mga halimbawang pangbaguhan](examples/README.md)! Ang mga simpleng ito na may malinaw na komento ay tutulong sa iyo na maunawaan ang mga pangunahing kaalaman bago sumabak sa buong kurikulum. +> **[Mga Estudyante](https://aka.ms/student-page)**: upang gamitin ang kurikulm na ito nang mag-isa, i-fork ang buong repo at tapusin ang mga ehersisyo nang mag-isa, simula sa pre-lecture quiz. Pagkatapos basahin ang lektura at tapusin ang natitirang mga gawain. Subukang gawin ang mga proyekto sa pamamagitan ng pagunawa sa mga aralin sa halip na kopyahin ang solution code; gayunpaman, ang code na iyon ay makikita sa /solutions na mga folder sa bawat leksyon na nakatuon sa proyekto. Isa pang ideya ay bumuo ng isang study group kasama ang mga kaibigan at pag-aralan ang nilalaman nang magkakasama. Para sa karagdagang pag-aaral, inirerekomenda namin ang [Microsoft Learn](https://docs.microsoft.com/en-us/users/jenlooper-2911/collections/qprpajyoy3x0g7?WT.mc_id=academic-77958-bethanycheum). -**Mabilis na Simula:** -1. Suriin ang [Installation Guide](INSTALLATION.md) upang i-setup ang iyong kapaligiran -2. Balikan ang [Usage Guide](USAGE.md) upang matutunan kung paano gamitin ang kurikulum -3. Magsimula sa Lesson 1 at sundan nang sunod-sunod +**Mabilisang Simula:** +1. Tingnan ang [Installation Guide](INSTALLATION.md) para isaayos ang iyong kapaligiran +2. Suriin ang [Usage Guide](USAGE.md) para matutunan kung paano gamitin ang kurikulum +3. Magsimula sa Lesson 1 at sundan nang sunud-sunod 4. Sumali sa aming [Discord community](https://aka.ms/ds4beginners/discord) para sa suporta ## ๐Ÿ‘ฉโ€๐Ÿซ Para sa mga Guro -> **Mga Guro**: may [inampon kaming ilang mungkahi](for-teachers.md) kung paano gamitin ang kurikulum na ito. Nais naming marinig ang iyong puna [sa aming discussion forum](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! - +> **Mga Guro**: mayroon kaming [ilang mga mungkahi](for-teachers.md) kung paano gamitin ang kurikulum na ito. Masaya kaming tanggapin ang inyong feedback [sa aming discussion forum](https://github.com/microsoft/Data-Science-For-Beginners/discussions)! ## Kilalanin ang Koponan + [![Promo video](../../ds-for-beginners.gif)](https://youtu.be/8mzavjQSMM4 "Promo video") **Gif ni** [Mohit Jaisal](https://www.linkedin.com/in/mohitjaisal) -> ๐ŸŽฅ I-click ang larawan sa itaas para sa isang video tungkol sa proyekto at sa mga taong lumikha nito! +> ๐ŸŽฅ Pindutin ang larawan sa itaas para sa isang video tungkol sa proyekto at sa mga taong lumikha nito! ## Pedagohiya -Pinili namin ang dalawang pedagogical tenet habang binubuo ang kurikulum na ito: tiyakin na ito ay project-based at kasama ang madalas na mga pagsusulit. Sa pagtatapos ng seryeng ito, matututuhan ng mga estudyante ang mga pangunahing prinsipyo ng data science, kabilang ang mga etikal na konsepto, paghahanda ng datos, iba't ibang paraan ng pagtrabaho sa datos, data visualization, pagsusuri ng datos, mga totoong aplikasyon ng data science, at iba pa. +Pinili namin ang dalawang gabay sa pagtuturo habang binubuo ang kurikulum na ito: siguraduhing ito ay nakabatay sa proyekto at may madalas na mga pagsusulit. Sa pagtatapos ng seryeng ito, matututunan ng mga estudyante ang mga pangunahing prinsipyo ng agham ng datos, kabilang ang mga konseptong etikal, paghahanda ng datos, iba't ibang paraan ng pagtatrabaho sa datos, visualisasyon ng datos, pagsusuri ng datos, mga tunay na gamit ng agham ng datos, at iba pa. -Bukod dito, ang isang low-stakes na pagsusulit bago ang klase ay nagseset ng intensyon ng estudyante na matuto ng isang paksa, habang ang ikalawang pagsusulit pagkatapos ng klase ay nagsisiguro ng karagdagang pag-alala. Ang kurikulum na ito ay idinisenyo upang maging flexible at masaya at maaaring kunin nang buo o bahagi lamang. Ang mga proyekto ay nagsisimula sa maliit at unti-unting nagiging komplikado sa pagtatapos ng 10-linggong siklo. +Bukod pa rito, ang isang mababang-stakes na pagsusulit bago ang klase ay nagtatakda ng layunin ng estudyante sa pag-aaral ng isang paksa, habang ang pangalawang pagsusulit pagkatapos ng klase ay nagsisiguro ng mas higit na alaala. Dinisenyo ang kurikulum na ito upang maging flexible at masaya at maaaring kunin nang buo o bahagi lamang. Ang mga proyekto ay nagsisimula sa maliit at unti-unting lumalalim sa katapusan ng 10-linggong siklo. -> Hanapin ang aming [Code of Conduct](CODE_OF_CONDUCT.md), [Contributing](CONTRIBUTING.md), [Translation](TRANSLATIONS.md) guidelines. Inaasam namin ang inyong makabuluhang puna! +> Hanapin ang aming [Code of Conduct](CODE_OF_CONDUCT.md), [Contributing](CONTRIBUTING.md), [Translation](TRANSLATIONS.md) mga alituntunin. Malugod naming tinatanggap ang iyong makabuluhang puna! -## Kasama sa bawat aralin: +## Bawat aralin ay may kasamang: - Opsyonal na sketchnote -- Opsyonal na supplemental na video -- Pre-lesson warmup quiz -- Nakasaad na aralin -- Para sa mga project-based na aralin, step-by-step na gabay kung paano gawin ang proyekto -- Mga pagsusuri ng kaalaman +- Opsyonal na karagdagang video +- Pagsusulit na pampainit bago ang aralin +- Nakatalang aralin +- Para sa mga araling nakabatay sa proyekto, mga hakbang-hakbang na gabay kung paano buuin ang proyekto +- Mga knowledge check - Isang hamon -- Supplemental na pagbabasa +- Karagdagang babasahin - Takdang-aralin -- [Post-lesson quiz](https://ff-quizzes.netlify.app/en/) +- [Pagsusulit pagkatapos ng aralin](https://ff-quizzes.netlify.app/en/) -> **Tungkol sa mga pagsusulit**: Lahat ng pagsusulit ay nilalaman sa Quiz-App folder, para sa kabuuang 40 pagsusulit na may tig-3 tanong bawat isa. Nakalink ang mga ito mula sa mga aralin, ngunit ang quiz app ay maaaring patakbuhin lokal o ideploy sa Azure; sundin ang mga tagubilin sa `quiz-app` folder. Unti-unti itong nilalocalize. +> **Isang paalala tungkol sa mga pagsusulit**: Lahat ng pagsusulit ay nasa folder na Quiz-App, para sa kabuuang 40 pagsusulit na may tig-tatlong tanong bawat isa. Nakalink sila mula sa loob ng mga aralin, ngunit ang quiz app ay maaaring patakbuhin nang lokal o mai-deploy sa Azure; sundin ang mga tagubilin sa `quiz-app` folder. Unti-unti itong nililokalisa. -## ๐ŸŽ“ Mga Halimbawang Patok para sa mga Baguhan +## ๐ŸŽ“ Mga Halimbawa na Pinadaling Para sa Baguhan -**Bago ka ba sa Data Science?** Nilikha namin ang isang espesyal na [examples directory](examples/README.md) na may simple, maayos na nakomentaryong code para tulungan kang magsimula: +**Bago ka sa Agham ng Datos?** Nilikha namin ang isang espesyal na [halimbawa na direktoryo](examples/README.md) na may simpleng, maayos na nakomentaryong code upang tulungan kang magsimula: -- ๐ŸŒŸ **Hello World** - Ang iyong unang programa sa data science -- ๐Ÿ“‚ **Loading Data** - Matutong magbasa at mag-explore ng datasets -- ๐Ÿ“Š **Simple Analysis** - Kalkulahin ang mga statistics at hanapin ang mga pattern -- ๐Ÿ“ˆ **Basic Visualization** - Gumawa ng mga chart at graph -- ๐Ÿ”ฌ **Real-World Project** - Buong workflow mula simula hanggang wakas +- ๐ŸŒŸ **Hello World** - Ang iyong unang programa sa agham ng datos +- ๐Ÿ“‚ **Pag-load ng Datos** - Matutong bumasa at mag-explore ng mga dataset +- ๐Ÿ“Š **Simpleng Pagsusuri** - Kalkulahin ang mga estadistika at hanapin ang mga pattern +- ๐Ÿ“ˆ **Pangunahing Visualisasyon** - Gumawa ng mga tsart at grap +- ๐Ÿ”ฌ **Tunay na Proyekto** - Kumpletong workflow mula simula hanggang matapos -Bawat halimbawa ay may detalyadong mga komento na nagpapaliwanag ng bawat hakbang, kaya perpekto para sa mga ganap na baguhan! +Bawat halimbawa ay may malalim na mga komentaryo na nagpapaliwanag sa bawat hakbang, ginagawa itong perpekto para sa mga ganap na baguhan! -๐Ÿ‘‰ **[Magsimula sa mga halimbawa](examples/README.md)** ๐Ÿ‘ˆ +๐Ÿ‘‰ **[Simulan sa mga halimbawa](examples/README.md)** ๐Ÿ‘ˆ ## Mga Aralin -|![ Sketchnote by @sketchthedocs https://sketchthedocs.dev](../../../../translated_images/tl/00-Roadmap.4905d6567dff4753.webp)| +|![ Sketchnote ni @sketchthedocs https://sketchthedocs.dev](../../translated_images/tl/00-Roadmap.4905d6567dff4753.webp)| |:---:| -| Data Science For Beginners: Roadmap - _Sketchnote ni [@nitya](https://twitter.com/nitya)_ | +| Agham ng Datos Para sa mga Baguhan: Roadmap - _Sketchnote ni [@nitya](https://twitter.com/nitya)_ | -| Lesson Number | Topic | Lesson Grouping | Learning Objectives | Linked Lesson | Author | +| Numero ng Aralin | Paksa | Pangkat ng Aralin | Mga Layunin sa Pagkatuto | Nakalink na Aralin | May-akda | | :-----------: | :----------------------------------------: | :--------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------: | :----: | -| 01 | Pagpapakahulugan ng Data Science | [Introduction](1-Introduction/README.md) | Matutunan ang mga pangunahing konsepto sa likod ng data science at kung paano ito nauugnay sa artificial intelligence, machine learning, at big data. | [lesson](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | -| 02 | Etika sa Data Science | [Introduction](1-Introduction/README.md) | Mga Konsepto, Hamon, at Frameworks ng Data Ethics. | [lesson](1-Introduction/02-ethics/README.md) | [Nitya](https://twitter.com/nitya) | -| 03 | Pagpapakahulugan ng Data | [Introduction](1-Introduction/README.md) | Paano nakaklasipika ang data at ang mga karaniwang pinagmulan nito. | [lesson](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | -| 04 | Panimula sa Statistics & Probability | [Introduction](1-Introduction/README.md) | Ang mga matematikal na teknik ng probability at statistics upang maunawaan ang data. | [lesson](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | -| 05 | Paggawa sa Relational Data | [Working With Data](2-Working-With-Data/README.md) | Panimula sa relational data at mga pangunahing kaalaman sa pag-explore at pagsusuri ng relational data gamit ang Structured Query Language, na kilala rin bilang SQL (binibigkas na โ€œsee-quellโ€). | [lesson](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | | | -| 06 | Paggawa sa NoSQL Data | [Working With Data](2-Working-With-Data/README.md) | Panimula sa non-relational data, iba't ibang uri nito at mga pangunahing kaalaman sa pag-explore at pagsusuri ng document databases. | [lesson](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique)| -| 07 | Paggawa gamit ang Python | [Working With Data](2-Working-With-Data/README.md) | Mga pangunahing kaalaman sa paggamit ng Python para sa pag-explore ng data gamit ang mga aklatan tulad ng Pandas. Inirerekomenda ang pundamental na pag-unawa sa programming ng Python. | [lesson](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | -| 08 | Paghahanda ng Data | [Working With Data](2-Working-With-Data/README.md) | Mga paksa tungkol sa mga teknik sa paglilinis at pag-transform ng data upang harapin ang mga hamon ng nawawala, mali, o hindi kumpletong data. | [lesson](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | -| 09 | Pag-visualize ng Quantities | [Data Visualization](3-Data-Visualization/README.md) | Matutong gumamit ng Matplotlib para i-visualize ang data ng mga ibon ๐Ÿฆ† | [lesson](3-Data-Visualization/09-visualization-quantities/README.md) | [Jen](https://twitter.com/jenlooper) | -| 10 | Pag-visualize ng Distribusyon ng Data | [Data Visualization](3-Data-Visualization/README.md) | Pag-visualize ng mga obserbasyon at mga trend sa loob ng isang interval. | [lesson](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 11 | Pag-visualize ng Proportion | [Data Visualization](3-Data-Visualization/README.md) | Pag-visualize ng mga discrete at grouped na porsyento. | [lesson](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | -| 12 | Pag-visualize ng mga Relasyon | [Data Visualization](3-Data-Visualization/README.md) | Pag-visualize ng mga koneksyon at ugnayan sa pagitan ng mga set ng data at kanilang mga variable. | [lesson](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | -| 13 | Makabuluhang Visualization | [Data Visualization](3-Data-Visualization/README.md) | Mga teknik at patnubay para gawing mahalaga ang iyong mga visualization para sa epektibong paglutas ng problema at mga insight. | [lesson](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | -| 14 | Panimula sa Data Science lifecycle | [Lifecycle](4-Data-Science-Lifecycle/README.md) | Panimula sa lifecycle ng data science at ang unang hakbang nito na pagkuha at pag-extract ng data. | [lesson](4-Data-Science-Lifecycle/14-Introduction/README.md) | [Jasmine](https://twitter.com/paladique) | -| 15 | Pagsusuri | [Lifecycle](4-Data-Science-Lifecycle/README.md) | Ang yugto ng data science lifecycle na ito ay nakatuon sa mga teknik upang suriin ang data. | [lesson](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | | | -| 16 | Komunikasyon | [Lifecycle](4-Data-Science-Lifecycle/README.md) | Ang yugto ng data science lifecycle na ito ay nakatuon sa pagpapakita ng mga insight mula sa data sa paraang mas madaling maunawaan ng mga tagagawa ng desisyon. | [lesson](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | | | -| 17 | Data Science sa Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Ang seryeng ito ng mga aralin ay nagpapakilala ng data science sa cloud at ang mga benepisyo nito. | [lesson](5-Data-Science-In-Cloud/17-Introduction/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | -| 18 | Data Science sa Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Pagsasanay ng mga modelo gamit ang Low Code na mga tool. |[lesson](5-Data-Science-In-Cloud/18-Low-Code/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | -| 19 | Data Science sa Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Pag-deploy ng mga modelo gamit ang Azure Machine Learning Studio. | [lesson](5-Data-Science-In-Cloud/19-Azure/README.md)| [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | -| 20 | Data Science sa Tunay na Mundo | [In the Wild](6-Data-Science-In-Wild/README.md) | Mga proyekto ng data science na pinapatakbo sa totoong mundo. | [lesson](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | +| 01 | Pagpapakahulugan ng Agham ng Datos | [Panimula](1-Introduction/README.md) | Matutunan ang mga pangunahing konsepto ng agham ng datos at kung paano ito kaugnay ng artificial intelligence, machine learning, at big data. | [aralin](1-Introduction/01-defining-data-science/README.md) [video](https://youtu.be/beZ7Mb_oz9I) | [Dmitry](http://soshnikov.com) | +| 02 | Etika sa Agham ng Datos | [Panimula](1-Introduction/README.md) | Mga Konsepto ng Etika sa Datos, Hamon at mga Balangkas. | [aralin](1-Introduction/02-ethics/README.md) | [Nitya](https://twitter.com/nitya) | +| 03 | Pagpapakahulugan ng Datos | [Panimula](1-Introduction/README.md) | Kung paano ikinaklasipika ang datos at mga karaniwang pinagkukunan nito. | [aralin](1-Introduction/03-defining-data/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 04 | Panimula sa Estadistika at Probabilidad | [Panimula](1-Introduction/README.md) | Mga matematikal na teknik ng probabilidad at estadistika upang maunawaan ang datos. | [aralin](1-Introduction/04-stats-and-probability/README.md) [video](https://youtu.be/Z5Zy85g4Yjw) | [Dmitry](http://soshnikov.com) | +| 05 | Pagtatrabaho sa Relational Data | [Pagtatrabaho Sa Datos](2-Working-With-Data/README.md) | Panimula sa relational data at mga batayang pamamaraan ng pag-explore at pagsusuri gamit ang Structured Query Language, o SQL (binibigkas na โ€œsee-quellโ€). | [aralin](2-Working-With-Data/05-relational-databases/README.md) | [Christopher](https://www.twitter.com/geektrainer) | | | +| 06 | Pagtatrabaho sa NoSQL Data | [Pagtatrabaho Sa Datos](2-Working-With-Data/README.md) | Panimula sa non-relational data, mga ibaโ€™t ibang uri nito, at mga batayang pamamaraan sa pag-explore at pagsusuri ng mga document databases. | [aralin](2-Working-With-Data/06-non-relational/README.md) | [Jasmine](https://twitter.com/paladique)| +| 07 | Pagtatrabaho gamit ang Python | [Pagtatrabaho Sa Datos](2-Working-With-Data/README.md) | Mga batayan ng paggamit ng Python para sa paggalugad ng datos gamit ang mga library tulad ng Pandas. Inirerekomenda ang pundamental na pag-unawa sa programming ng Python. | [aralin](2-Working-With-Data/07-python/README.md) [video](https://youtu.be/dZjWOGbsN4Y) | [Dmitry](http://soshnikov.com) | +| 08 | Paghahanda ng Datos | [Pagtatrabaho Sa Datos](2-Working-With-Data/README.md) | Mga paksa tungkol sa mga teknik ng paglilinis at pagbabago ng datos upang matugunan ang mga hamon ng nawawala, di-tumpak, o hindi kumpletong datos. | [aralin](2-Working-With-Data/08-data-preparation/README.md) | [Jasmine](https://www.twitter.com/paladique) | +| 09 | Pag-visualize ng mga Dami | [Pag-visualize ng Datos](3-Data-Visualization/README.md) | Matutong gamitin ang Matplotlib para i-visualize ang datos ng mga ibon ๐Ÿฆ† | [aralin](3-Data-Visualization/09-visualization-quantities/README.md) | [Jen](https://twitter.com/jenlooper) | +| 10 | Pag-visualize ng Pamamahagi ng Datos | [Pag-visualize ng Datos](3-Data-Visualization/README.md) | Pag-visualize ng mga obserbasyon at mga trend sa loob ng isang interval. | [aralin](3-Data-Visualization/10-visualization-distributions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 11 | Pag-visualize ng mga Proportion | [Pag-visualize ng Datos](3-Data-Visualization/README.md) | Pag-visualize ng mga discrete at pinangkat na porsyento. | [aralin](3-Data-Visualization/11-visualization-proportions/README.md) | [Jen](https://twitter.com/jenlooper) | +| 12 | Pag-visualize ng mga Relasyon | [Pag-visualize ng Datos](3-Data-Visualization/README.md) | Pag-visualize ng mga koneksyon at kaugnayan sa pagitan ng mga set ng datos at ibaโ€™t ibang variable nito. | [aralin](3-Data-Visualization/12-visualization-relationships/README.md) | [Jen](https://twitter.com/jenlooper) | +| 13 | Makabuluhang Visualisasyon | [Pag-visualize ng Datos](3-Data-Visualization/README.md) | Mga teknik at patnubay para gawing mahalaga ang iyong mga visualisasyon para sa epektibong paglutas ng problema at mga insight. | [aralin](3-Data-Visualization/13-meaningful-visualizations/README.md) | [Jen](https://twitter.com/jenlooper) | +| 14 | Panimula sa Siklo ng Agham ng Datos | [Siklo ng Buhay](4-Data-Science-Lifecycle/README.md) | Panimula sa data science lifecycle at ang unang hakbang nito na pagkuha at pag-extract ng datos. | [aralin](4-Data-Science-Lifecycle/14-Introduction/README.md) | [Jasmine](https://twitter.com/paladique) | +| 15 | Pagsusuri | [Siklo ng Buhay](4-Data-Science-Lifecycle/README.md) | Ang bahagi ng data science lifecycle na ito ay nakatuon sa mga teknik sa pagsusuri ng datos. | [aralin](4-Data-Science-Lifecycle/15-analyzing/README.md) | [Jasmine](https://twitter.com/paladique) | | | +| 16 | Komunikasyon | [Siklo ng Buhay](4-Data-Science-Lifecycle/README.md) | Bahagi ito ng data science lifecycle na nakatuon sa pagpapakita ng mga insight mula sa datos sa isang paraan na mas madaling maintindihan ng mga tagapagpasya. | [aralin](4-Data-Science-Lifecycle/16-communication/README.md) | [Jalen](https://twitter.com/JalenMcG) | | | +| 17 | Agham ng Datos sa Ulap | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Ang seryeng ito ng mga aralin ay nagpapakilala ng agham ng datos sa ulap at mga benepisyo nito. | [aralin](5-Data-Science-In-Cloud/17-Introduction/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | +| 18 | Agham ng Datos sa Ulap | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Pagsasanay ng mga modelo gamit ang mga Low Code na kasangkapan. |[aralin](5-Data-Science-In-Cloud/18-Low-Code/README.md) | [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | +| 19 | Agham ng Datos sa Ulap | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Pag-deploy ng mga modelo gamit ang Azure Machine Learning Studio. | [aralin](5-Data-Science-In-Cloud/19-Azure/README.md)| [Tiffany](https://twitter.com/TiffanySouterre) at [Maud](https://twitter.com/maudstweets) | +| 20 | Agham ng Datos sa Kalikasan | [Sa Kalikasan](6-Data-Science-In-Wild/README.md) | Mga proyektong pinaloob ang agham ng datos sa tunay na mundo. | [aralin](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | [Nitya](https://twitter.com/nitya) | ## GitHub Codespaces -Sundin ang mga hakbang na ito upang buksan ang sample na ito sa isang Codespace: -1. I-click ang Code drop-down menu at piliin ang Open with Codespaces option. +Sundin ang mga hakbang na ito para buksan ang sample na ito sa isang Codespace: +1. Pindutin ang Code drop-down menu at piliin ang Open with Codespaces option. 2. Piliin ang + New codespace sa ibaba ng pane. Para sa karagdagang impormasyon, tingnan ang [GitHub documentation](https://docs.github.com/en/codespaces/developing-in-codespaces/creating-a-codespace-for-a-repository#creating-a-codespace). ## VSCode Remote - Containers -Sundin ang mga hakbang na ito upang buksan ang repo na ito sa isang container gamit ang iyong lokal na makina at VSCode gamit ang VS Code Remote - Containers extension: +Sundin ang mga hakbang na ito para buksan ang repo na ito sa isang container gamit ang iyong lokal na makina at VSCode gamit ang VS Code Remote - Containers extension: -1. Kung ito ang iyong unang paggamit ng development container, tiyakin na ang iyong sistema ay nakakatugon sa mga pre-req (hal. mayroon kang Docker na naka-install) sa [the getting started documentation](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). +1. Kung ito ang unang beses mong gumamit ng development container, siguraduhing ang iyong system ay pumasa sa mga pre-req (hal. naka-install ang Docker) sa [the getting started documentation](https://code.visualstudio.com/docs/devcontainers/containers#_getting-started). -Para gamitin ang repository na ito, maaari mong buksan ang repository sa isang hiwalay na Docker volume: +Para gamitin ang repositoryong ito, maaari mong buksan ang repositoryo sa isang isolated Docker volume: -**Tandaan**: Sa ilalim ng hood, gagamitin nito ang Remote-Containers: **Clone Repository in Container Volume...** na utos upang i-clone ang source code sa isang Docker volume sa halip na lokal na filesystem. Ang [Volumes](https://docs.docker.com/storage/volumes/) ang inirerekomendang mekanismo para sa pagpapanatili ng data ng container. +**Tandaan**: Sa ilalim nito, gagamitin ang Remote-Containers: **Clone Repository in Container Volume...** command para i-clone ang source code sa isang Docker volume sa halip na sa lokal na filesystem. Ang [Volumes](https://docs.docker.com/storage/volumes/) ang mas gusto para sa pagpapatuloy ng data ng container. -O buksan ang isang lokal na na-clone o na-download na bersyon ng repository: +O buksan ang lokal na kopya ng repositoryo na na-clone o na-download: -- I-clone ang repository na ito sa iyong lokal na filesystem. -- Pindutin ang F1 at piliin ang **Remote-Containers: Open Folder in Container...** na utos. -- Piliin ang na-clone na kopya ng folder na ito, maghintay na magsimula ang container, at subukan ito. +- I-clone ang repositoryo sa iyong lokal na filesystem. +- Pindutin ang F1 at piliin ang **Remote-Containers: Open Folder in Container...** na command. +- Piliin ang nakopyang kopya ng folder na ito, hintayin ang pagsisimula ng container, at subukan ang mga bagay. ## Offline access -Maaari mong patakbuhin ang dokumentasyong ito offline gamit ang [Docsify](https://docsify.js.org/#/). I-fork ang repo na ito, [mag-install ng Docsify](https://docsify.js.org/#/quickstart) sa iyong lokal na makina, pagkatapos sa root folder ng repo na ito, i-type ang `docsify serve`. Ang website ay ihahain sa port 3000 sa iyong localhost: `localhost:3000`. +Maaari mong patakbuhin ang dokumentasyong ito offline gamit ang [Docsify](https://docsify.js.org/#/). Fork ang repo na ito, [i-install ang Docsify](https://docsify.js.org/#/quickstart) sa iyong lokal na makina, pagkatapos sa root folder ng repo na ito, i-type ang `docsify serve`. Ang website ay mai-serve sa port 3000 sa iyong localhost: `localhost:3000`. -> Tandaan, ang mga notebook ay hindi irerender gamit ang Docsify, kaya kapag kailangan mong patakbuhin ang isang notebook, gawin iyon nang hiwalay sa VS Code na may Python kernel. +> Tandaan, ang mga notebook ay hindi irerender sa Docsify, kaya kapag kailangan mong patakbuhin ang isang notebook, gawin iyon nang hiwalay sa VS Code na nagpapatakbo ng Python kernel. -## Iba pang Kurikulum +## Ibang Kurikulum -Ang aming koponan ay gumagawa ng ibang mga kurikulum! Tingnan ang: +Ang aming koponan ay gumagawa rin ng ibang mga kurikulum! Tingnan: ### LangChain [![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain.js para sa mga Nagsisimula](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD para sa mga Nagsisimula](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI para sa mga Nagsisimula](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP para sa mga Nagsisimula](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents para sa mga Nagsisimula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Generative AI Series -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +### Seriya ng Generative AI +[![Generative AI para sa mga Nagsisimula](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Core Learning -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Pangunahing Pag-aaral +[![ML para sa mga Nagsisimula](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science para sa mga Nagsisimula](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI para sa mga Nagsisimula](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity para sa mga Nagsisimula](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev para sa mga Nagsisimula](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT para sa mga Nagsisimula](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR Development para sa mga Nagsisimula](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot Series -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +### Seriya ng Copilot +[![Copilot para sa AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot para sa C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Pagkuha ng Tulong -**Nakakaranas ng mga isyu?** Suriin ang aming [Troubleshooting Guide](TROUBLESHOOTING.md) para sa mga solusyon sa mga karaniwang problema. +**May mga suliranin ba?** Tingnan ang aming [Troubleshooting Guide](TROUBLESHOOTING.md) para sa mga solusyon sa mga karaniwang problema. -Kung ikaw ay natigil o may mga katanungan tungkol sa paggawa ng mga AI app. Sumali sa mga kapwa mag-aaral at mga bihasang developer sa mga talakayan tungkol sa MCP. Isa itong suportadong komunidad kung saan malugod ang mga tanong at malaya ang pagbabahagi ng kaalaman. +Kung ikaw ay nahihirapan o may mga tanong tungkol sa paggawa ng AI apps, sumali sa kapwa mga nag-aaral at mga bihasang developer sa talakayan tungkol sa MCP. Ito ay isang suportadong komunidad kung saan malugod ang mga tanong at malayang naibabahagi ang kaalaman. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Kung mayroon kang feedback sa produkto o mga error habang nagtatayo, bisitahin: +Kung mayroon kang puna sa produkto o mga error habang nagbuo, bisitahin: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Paalala**: -Ang dokumentong ito ay isinalin gamit ang AI translation service na [Co-op Translator](https://github.com/Azure/co-op-translator). Bagaman nagsusumikap kami na maging tumpak, pakatandaan na ang mga awtomatikong salin ay maaaring maglaman ng mga pagkakamali o hindi pagkakatugma. Ang orihinal na dokumento sa wikang katutubo nito ang dapat ituring na pinagkakatiwalaang sanggunian. Para sa mahahalagang impormasyon, ipinapayo ang propesyonal na pagsasalin ng tao. Hindi kami mananagot sa anumang hindi pagkakaintindihan o maling interpretasyon na nagmula sa paggamit ng pagsasaling ito. +**Paunawa**: +Ang dokumentong ito ay isinalin gamit ang AI translation service na [Co-op Translator](https://github.com/Azure/co-op-translator). Bagamat nagsusumikap kaming maging tumpak, pakatandaan na ang mga awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o di-tumpak na impormasyon. Ang orihinal na dokumento sa orihinal nitong wika ang dapat ituring na opisyal na sanggunian. Para sa mahahalagang impormasyon, inirerekomenda ang propesyonal na pagsasaling-tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na maaaring idulot ng paggamit ng pagsasaling ito. \ No newline at end of file diff --git a/translations/tl/SECURITY.md b/translations/tl/SECURITY.md index cfcd771a..15b3d969 100644 --- a/translations/tl/SECURITY.md +++ b/translations/tl/SECURITY.md @@ -1,12 +1,3 @@ - ## Seguridad Seryoso ang Microsoft sa seguridad ng aming mga produkto at serbisyo, kabilang na ang lahat ng source code repositories na pinamamahalaan sa pamamagitan ng aming mga organisasyon sa GitHub, tulad ng [Microsoft](https://github.com/Microsoft), [Azure](https://github.com/Azure), [DotNet](https://github.com/dotnet), [AspNet](https://github.com/aspnet), [Xamarin](https://github.com/xamarin), at [aming mga organisasyon sa GitHub](https://opensource.microsoft.com/). diff --git a/translations/tl/SUPPORT.md b/translations/tl/SUPPORT.md index 7c855379..211fc9a8 100644 --- a/translations/tl/SUPPORT.md +++ b/translations/tl/SUPPORT.md @@ -1,12 +1,3 @@ - # Suporta ## Paano maghain ng mga isyu at humingi ng tulong diff --git a/translations/tl/TROUBLESHOOTING.md b/translations/tl/TROUBLESHOOTING.md index eb20e544..d2a6f5fa 100644 --- a/translations/tl/TROUBLESHOOTING.md +++ b/translations/tl/TROUBLESHOOTING.md @@ -1,12 +1,3 @@ - # Gabay sa Pag-aayos ng Problema Ang gabay na ito ay nagbibigay ng mga solusyon sa mga karaniwang isyu na maaaring maranasan habang ginagamit ang kurikulum ng Data Science for Beginners. diff --git a/translations/tl/USAGE.md b/translations/tl/USAGE.md index f3b79800..c48b3307 100644 --- a/translations/tl/USAGE.md +++ b/translations/tl/USAGE.md @@ -1,12 +1,3 @@ - # Gabay sa Paggamit Ang gabay na ito ay nagbibigay ng mga halimbawa at karaniwang daloy ng trabaho para sa paggamit ng kurikulum ng Data Science for Beginners. diff --git a/translations/tl/docs/_sidebar.md b/translations/tl/docs/_sidebar.md index f5a0bdb7..ef5c96be 100644 --- a/translations/tl/docs/_sidebar.md +++ b/translations/tl/docs/_sidebar.md @@ -1,12 +1,3 @@ - - Panimula - [Pagpapakilala sa Data Science](../1-Introduction/01-defining-data-science/README.md) - [Etika ng Data Science](../1-Introduction/02-ethics/README.md) diff --git a/translations/tl/examples/README.md b/translations/tl/examples/README.md index 6dcfb211..b3940f09 100644 --- a/translations/tl/examples/README.md +++ b/translations/tl/examples/README.md @@ -1,12 +1,3 @@ - # Mga Halimbawa ng Data Science para sa mga Baguhan Maligayang pagdating sa direktoryo ng mga halimbawa! Ang koleksyong ito ng mga simpleng halimbawa na may malinaw na mga komento ay idinisenyo upang tulungan kang magsimula sa data science, kahit na ikaw ay ganap na baguhan. diff --git a/translations/tl/for-teachers.md b/translations/tl/for-teachers.md index 0c446f8c..8a3342a9 100644 --- a/translations/tl/for-teachers.md +++ b/translations/tl/for-teachers.md @@ -1,12 +1,3 @@ - ## Para sa mga Guro Gusto mo bang gamitin ang kurikulum na ito sa iyong klase? Huwag mag-atubiling gamitin ito! diff --git a/translations/tl/quiz-app/README.md b/translations/tl/quiz-app/README.md index da4e8e5c..e198a1db 100644 --- a/translations/tl/quiz-app/README.md +++ b/translations/tl/quiz-app/README.md @@ -1,12 +1,3 @@ - # Mga Pagsusulit Ang mga pagsusulit na ito ay ang pre- at post-lecture quizzes para sa kurikulum ng data science sa https://aka.ms/datascience-beginners diff --git a/translations/tl/sketchnotes/README.md b/translations/tl/sketchnotes/README.md index 7d3eb491..8b610dbc 100644 --- a/translations/tl/sketchnotes/README.md +++ b/translations/tl/sketchnotes/README.md @@ -1,12 +1,3 @@ - Hanapin ang lahat ng sketchnotes dito! ## Mga Kredito