10.3 Common ML Algorithms

Now that we understand the different types of Machine Learning (Supervised, Unsupervised, Reinforcement), let's dive into some of the most common and fundamental algorithms used to make machines learn. These algorithms are the "recipes" that computers follow to find patterns, make predictions, or group data.

We'll focus on algorithms that fall under Supervised and Unsupervised Learning, as they are widely used in many real-world applications.