Added introduction and updated toc.yml

_toc.yml

@@ -1,6 +1,10 @@
 format: jb-book
 root: README.md
 parts:
+  - caption: Introduction to the course
+    chapters:
+      - file: chapters/Introduction.ipynb
+        title: Introduction
   - caption: Foundations of Machine Learning
     chapters:
       - file: chapters/Chapter 1 - Introduction to Machine Learning

chapters/Introduction.ipynb

@@ -0,0 +1,49 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Introduction\n",
+    "\n",
+    "## What is Machine Learning?\n",
+    "\n",
+    "Machine Learning is a subfield of Artificial Intelligence that involves training computers to learn patterns in data and make predictions or decisions based on that learning.\n",
+    "\n",
+    "## How does Machine Learning work?\n",
+    "\n",
+    "Machine Learning algorithms are designed to learn patterns in data and make predictions or decisions based on that learning.\n",
+    "\n",
+    "## What are the different types of Machine Learning?\n",
+    "\n",
+    "There are three main types of Machine Learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning.\n",
+    "\n",
+    "## What are the different types of Machine Learning?\n",
+    "\n",
+    "There are three main types of Machine Learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning.\n",
+    "\n",
+    "## What are the different types of Machine Learning?\n",
+    "\n",
+    "There are three main types of Machine Learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning.\n",
+    "\n",
+    "## What are the different types of Machine Learning?\n",
+    "\n",
+    "There are three main types of Machine Learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}