Machine Learning Fundamentals

6

Building Your Own Program

Learning Objectives

By the end of this chapter, you will be able to:

• Explain the key stages involved in building a comprehensive program
• Save a model in order to get the same results every time it is run
• Call a saved model to use it for predictions on unseen data
• Create an interactive version of your program so that anyone can use it effectively

This chapters presents all the steps required to solve a problem using machine learning.

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 moving on to the specifics of some of the most popular algorithms in the ...