From cce64a95416645c292231e03c44ce858cedefd68 Mon Sep 17 00:00:00 2001
From: D Anonymous <81114860+danonymous856@users.noreply.github.com>
Date: Tue, 5 Oct 2021 16:23:21 +0530
Subject: [PATCH] with no spaces, word shall be written, such that it is
 meaningfull

---
 .idea/.gitignore                                |  3 +++
 .idea/ML-For-Beginners.iml                      | 12 ++++++++++++
 .idea/inspectionProfiles/profiles_settings.xml  |  6 ++++++
 .idea/misc.xml                                  |  7 +++++++
 .idea/modules.xml                               |  8 ++++++++
 .idea/vcs.xml                                   |  6 ++++++
 2-Regression/1-Tools/solution/notebook.ipynb    | 12 ++++++------
 2-Regression/2-Data/notebook.ipynb              | 12 ++++++------
 2-Regression/3-Linear/notebook.ipynb            | 12 ++++++------
 2-Regression/4-Logistic/notebook.ipynb          | 12 ++++++------
 4-Classification/1-Introduction/notebook.ipynb  | 10 +++++-----
 4-Classification/2-Classifiers-1/notebook.ipynb | 10 +++++-----
 4-Classification/3-Classifiers-2/notebook.ipynb | 10 +++++-----
 4-Classification/4-Applied/notebook.ipynb       | 10 +++++-----
 14 files changed, 86 insertions(+), 44 deletions(-)
 create mode 100644 .idea/.gitignore
 create mode 100644 .idea/ML-For-Beginners.iml
 create mode 100644 .idea/inspectionProfiles/profiles_settings.xml
 create mode 100644 .idea/misc.xml
 create mode 100644 .idea/modules.xml
 create mode 100644 .idea/vcs.xml

diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 00000000..26d33521
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml
diff --git a/.idea/ML-For-Beginners.iml b/.idea/ML-For-Beginners.iml
new file mode 100644
index 00000000..8b8c3954
--- /dev/null
+++ b/.idea/ML-For-Beginners.iml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 00000000..105ce2da
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 00000000..f94ab378
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8 (base)" project-jdk-type="Python SDK" />
+  <component name="PyCharmProfessionalAdvertiser">
+    <option name="shown" value="true" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 00000000..88064a1e
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/ML-For-Beginners.iml" filepath="$PROJECT_DIR$/.idea/ML-For-Beginners.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 00000000..94a25f7f
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/2-Regression/1-Tools/solution/notebook.ipynb b/2-Regression/1-Tools/solution/notebook.ipynb
index ceb81b9c..79f91ac1 100644
--- a/2-Regression/1-Tools/solution/notebook.ipynb
+++ b/2-Regression/1-Tools/solution/notebook.ipynb
@@ -1,19 +1,19 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "CodeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.7.0"
   },
-  "orig_nbformat": 2,
-  "kernelspec": {
+  "orig_nbFormat": 2,
+  "kernelSpec": {
    "name": "python37364bit8d3b438fb5fc4430a93ac2cb74d693a7",
    "display_name": "Python 3.7.0 64-bit ('3.7')"
   },
@@ -23,8 +23,8 @@
    }
   }
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [
diff --git a/2-Regression/2-Data/notebook.ipynb b/2-Regression/2-Data/notebook.ipynb
index c9b9925b..33a8c25f 100644
--- a/2-Regression/2-Data/notebook.ipynb
+++ b/2-Regression/2-Data/notebook.ipynb
@@ -1,26 +1,26 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.8.3-final"
   },
-  "orig_nbformat": 2,
-  "kernelspec": {
+  "orig_nbFormat": 2,
+  "kernelSpec": {
    "name": "python3",
    "display_name": "Python 3",
    "language": "python"
   }
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "cell_type": "code",
diff --git a/2-Regression/3-Linear/notebook.ipynb b/2-Regression/3-Linear/notebook.ipynb
index adcbbce3..3407f085 100644
--- a/2-Regression/3-Linear/notebook.ipynb
+++ b/2-Regression/3-Linear/notebook.ipynb
@@ -1,26 +1,26 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.8.3-final"
   },
-  "orig_nbformat": 2,
-  "kernelspec": {
+  "orig_nbFormat": 2,
+  "kernelSpec": {
    "name": "python3",
    "display_name": "Python 3",
    "language": "python"
   }
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [
diff --git a/2-Regression/4-Logistic/notebook.ipynb b/2-Regression/4-Logistic/notebook.ipynb
index c151ea78..41432971 100644
--- a/2-Regression/4-Logistic/notebook.ipynb
+++ b/2-Regression/4-Logistic/notebook.ipynb
@@ -1,19 +1,19 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.7.0"
   },
-  "orig_nbformat": 2,
-  "kernelspec": {
+  "orig_nbFormat": 2,
+  "kernelSpec": {
    "name": "python37364bit8d3b438fb5fc4430a93ac2cb74d693a7",
    "display_name": "Python 3.7.0 64-bit ('3.7')"
   },
@@ -23,8 +23,8 @@
    }
   }
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [
diff --git a/4-Classification/1-Introduction/notebook.ipynb b/4-Classification/1-Introduction/notebook.ipynb
index 95cb84cd..a04f07b0 100644
--- a/4-Classification/1-Introduction/notebook.ipynb
+++ b/4-Classification/1-Introduction/notebook.ipynb
@@ -1,21 +1,21 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": 3
   },
-  "orig_nbformat": 2
+  "orig_nbFormat": 2
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [
diff --git a/4-Classification/2-Classifiers-1/notebook.ipynb b/4-Classification/2-Classifiers-1/notebook.ipynb
index 30778dee..604e98b7 100644
--- a/4-Classification/2-Classifiers-1/notebook.ipynb
+++ b/4-Classification/2-Classifiers-1/notebook.ipynb
@@ -1,21 +1,21 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": 3
   },
-  "orig_nbformat": 2
+  "orig_nbFormat": 2
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [
diff --git a/4-Classification/3-Classifiers-2/notebook.ipynb b/4-Classification/3-Classifiers-2/notebook.ipynb
index 4659a7b6..b559f762 100644
--- a/4-Classification/3-Classifiers-2/notebook.ipynb
+++ b/4-Classification/3-Classifiers-2/notebook.ipynb
@@ -125,19 +125,19 @@
   "interpreter": {
    "hash": "70b38d7a306a849643e446cd70466270a13445e5987dfa1344ef2b127438fa4d"
   },
-  "kernelspec": {
+  "kernelSpec": {
    "name": "python3",
    "display_name": "Python 3.7.0 64-bit ('3.7')"
   },
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.7.0"
   },
@@ -147,6 +147,6 @@
    }
   }
  },
- "nbformat": 4,
- "nbformat_minor": 4
+ "nbFormat": 4,
+ "nbFormat_minor": 4
 }
\ No newline at end of file
diff --git a/4-Classification/4-Applied/notebook.ipynb b/4-Classification/4-Applied/notebook.ipynb
index a1f5a65c..5ea4c155 100644
--- a/4-Classification/4-Applied/notebook.ipynb
+++ b/4-Classification/4-Applied/notebook.ipynb
@@ -1,21 +1,21 @@
 {
  "metadata": {
   "language_info": {
-   "codemirror_mode": {
+   "codeMirror_mode": {
     "name": "ipython",
     "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbConvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": 3
   },
-  "orig_nbformat": 4
+  "orig_nbFormat": 4
  },
- "nbformat": 4,
- "nbformat_minor": 2,
+ "nbFormat": 4,
+ "nbFormat_minor": 2,
  "cells": [
   {
    "source": [