Types of machine learning algorithm

At this point, we can briefly introduce the different types of machine learning, focusing on their main peculiarities and differences. In the following sections, we'll discuss informal definitions followed by more formal ones. If you are not familiar with the mathematical concepts involved in the discussion, you can skip the details. However, it's highly advisable to study all unknown theoretical elements, as they are fundamental to understanding the concepts analyzed in the next chapters.