Types of Machine Learning Algorithms in depth

In my previous post, I have explained how AI works at the background. So kindly check that out before jumping into this. Note: This is not an academic textbook/Mathematical explanation of Algorithms. As the name indicates, supervised learning involves machine learning algorithms that learn under the presence of a supervisor. This is similar to a teacher-student scenario.