Kinds of machine learning techniques

In the previous section, we saw an introduction to machine learning and an example modeling of a digit image. Now, we will see the different styles of machine learning techniques.

Supervised learning

In supervised learning, we are given a dataset of both the inputs and required outputs for the model; our goal is to create a model that will take any previously unseen data and output values that are true to the actual as much as possible. There are two kinds of supervised learning.

Classification

This is the term for cases when the output...