The Machine Learning Workshop - Second Edition

6. Building Your Own Program

Overview

In this chapter, we will present all the steps required to solve a problem using machine learning. We will take a look at the key stages involved in building a comprehensive program. We will save a model in order to get the same results every time it is run and call a saved model to use it for predictions on unseen data. By the end of this chapter, you will be able to create an interactive version of your program so that anyone can use it effectively.

Introduction

In the previous chapters, we covered the main concepts of machine learning, beginning with the distinction between the two main learning approaches (supervised and unsupervised learning), and then moved on to the specifics of some of the ...