Selecting the right machine learning algorithm

The first step toward building the model is to select the right machine learning algorithm that might solve the problem.

This step involves selecting the right machine learning algorithm and building a model, then training it using the training set. The algorithm will learn from the training data patterns that map the variables to the target, and it will output a model that captures these relationships. The machine learning model can then be used to get predictions on new data for which you do not know the target answer.