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ML-For-Beginners
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Merge branch 'main' of https://github.com/jlooper/ml-for-beginners into main

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Jen Looper 4 years ago
parent c36ee79465 34e08938d8
commit 6e4215a4d9
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45
.github/workflows/azure-static-web-apps-jolly-sea-0a877260f.yml vendored
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name: Azure Static Web Apps CI/CD
on:
push:
branches:
- main
pull_request:
types: [opened, synchronize, reopened, closed]
branches:
- main
jobs:
build_and_deploy_job:
if: github.event_name == 'push' || (github.event_name == 'pull_request' && github.event.action != 'closed')
runs-on: ubuntu-latest
name: Build and Deploy Job
steps:
- uses: actions/checkout@v2
with:
submodules: true
- name: Build And Deploy
id: builddeploy
uses: Azure/static-web-apps-deploy@v0.0.1-preview
with:
azure_static_web_apps_api_token: ${{ secrets.AZURE_STATIC_WEB_APPS_API_TOKEN_JOLLY_SEA_0A877260F }}
repo_token: ${{ secrets.GITHUB_TOKEN }} # Used for Github integrations (i.e. PR comments)
action: "upload"
###### Repository/Build Configurations - These values can be configured to match you app requirements. ######
# For more information regarding Static Web App workflow configurations, please visit: https://aka.ms/swaworkflowconfig
app_location: "/" # App source code path
api_location: "api" # Api source code path - optional
output_location: "dist" # Built app content directory - optional
###### End of Repository/Build Configurations ######
close_pull_request_job:
if: github.event_name == 'pull_request' && github.event.action == 'closed'
runs-on: ubuntu-latest
name: Close Pull Request Job
steps:
- name: Close Pull Request
id: closepullrequest
uses: Azure/static-web-apps-deploy@v0.0.1-preview
with:
azure_static_web_apps_api_token: ${{ secrets.AZURE_STATIC_WEB_APPS_API_TOKEN_JOLLY_SEA_0A877260F }}
action: "close"

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README.md
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| :---: | :----------------: | :------------------------------------: | -------------------------------------------------------------------------- | :----------------------------------------------: | :------------: | :--------: | :--------: | :-----------: | :---------: | :---: | :----: | | :---: | :----------------: | :------------------------------------: | -------------------------------------------------------------------------- | :----------------------------------------------: | :------------: | :--------: | :--------: | :-----------: | :---------: | :---: | :----: |
| 01 | Introduction | Introduction to Machine Learning | Learn the basic concepts behind Machine Learning | [link](1-Introduction/1-intro-to-ML/README.md) | | | | | | | Author | | 01 | Introduction | Introduction to Machine Learning | Learn the basic concepts behind Machine Learning | [link](1-Introduction/1-intro-to-ML/README.md) | | | | | | | Author |
| 02 | Introduction | The History of Machine Learning | Learn the history underlying this field | [link](1-Introduction/2-history-of-ML/README.md) | | | | | | | Author | | 02 | Introduction | The History of Machine Learning | Learn the history underlying this field | [link](1-Introduction/2-history-of-ML/README.md) | | | | | | | Author |
| 03 | Introduction | The Ethics of Machine Learning | Learn the ethics that are important to understand when working in ML | [link](1-Introduction/3-ethics-of-ML/README.md) | | | | | | | Author |
| 04 | Tooling | Tools of the Trade | Get set up to become an ML Programmer | [link](2-Tooling/1-tools/README.md) | | | | | | | Author |
| 05 | Tooling | Programming for Machine Learning Tasks | Learn basic strategies for programming for ML, using Python and JavaScript | [link](1-Introduction/2-programming/README.md) | | | | | | | Author |
| 06 | Tooling | Math Basics for ML | Basic mathematics tasks useful for Machine Learning | [link](2-Tooling/lesson/3-math/README.md) | | | | | | | Author |
| 07 | Tooling | Algorithms of Interest | Learn useful algorithms that you might use for various ML tasks | [link](2-Tooling/4-algorithms/README.md) | | | | | | | Author |
| 08 | Libraries | TensorFlow | Learn the basics of TensorFlow 2 | [link](3-Libraries/1-TensorFlow/README.md) | | | | | | | Author |
| 09 | Libraries | PyTorch | Learn how to use PyTorch | [link](3-Libraries/2-PyTorch/README.md) | | | | | | | Author |
| 10 | Libraries | Skikit-Learn | Learn about Skikit-Learn | [link](3-Libraries/3-Skikit-Learn/README.md) | | | | | | | Author |
| 11 | Libraries | Keras | Learn how to use Keras | [link](3-Libraries/4-Keras/README.md) | | | | | | | Author |
| 12 | Libraries | Apache SparkML | Learn how to use Spark ML | [link](3-Libraries/5-Spark/README.md) | | | | | | | Author |
| 13 | Libraries | NLTK | Learn how to use NLTK for Natural Language Processinng | [link](3-Libraries/5-NLTK/README.md) | | | | | | | Author |
| 14 | Types of ML | Supervised Learning 1 | Learn about supervised learning | [link](4-Types/1-Supervised-1/README.md) | | | | | | | Author |
| 15 | Types of ML | Supervised Learning 2 | Learn about supervised learning | [link](4-Types/2-Supervised-2/README.md) | | | | | | | Author |
| 16 | Types of ML | Unsupervised Learning 1 | Learn about unsupervised learning | [link](4-Types/3-Unsupervised-1/README.md) | | | | | | | Author |
| 17 | Types of ML | Unsupervised Learning 2 | Learn about unsupervised learning | [link](4-Types/4-Unsupervised-2/README.md) | | | | | | | Author |
| 18 | Types of ML | Reinforcement Learning 1 | Learn about reinforcement learning | [link](4-Types/5-Reinforcement-1/README.md) | | | | | | | Author |
| 19 | Types of ML | Reinforcement Learning 2 | Learn about reinforcement learning | [link](4-Types/6-Reinforcement-2/README.md) | | | | | | | Author |
| 20 | Applied ML | ML on Edge devices | Learn how to use ML in on edge devices such as Raspberry Pi | [link](5-Applied/1-Edge/README.md) | | | | | | | Author |
| 21 | Applied ML | ML on the Web | Learn about using ML on the web and in Progressive Web Apps | [link](5-Applied/2-Web/README.md) | | | | | | | Author |
| 22 | Applied ML | ML for Mobile | Learn about using ML in mobile apps | [link](5-Applied/3-Mobile/README.md) | | | | | | | Author |
| 23 | Applied ML | AutoML | Learn about AutoML, sometimes called 'ML for ML' | [link](5-Applied/4-AutoML/README.md) | | | | | | | Author |
| 24 | Future | The Future of Machine Learning | What are the important trends that will shape the future of ML? | [link](6-Future/Future-Trends/README.md) | | | | | | | Author | | 24 | Future | The Future of Machine Learning | What are the important trends that will shape the future of ML? | [link](6-Future/Future-Trends/README.md) | | | | | | | Author |
## Offline access ## Offline access

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