Introduction to Model Design

Quick overview of model design

Before exploring specific supervised learning algorithms, it’s useful to pause and take a high-level look at the full procedure of building a machine learning model. This involves reviewing several steps examined in the preceding chapters and introducing new methods, including evaluating and predicting.

These 10 steps take place inside your development environment and follow a relatively fixed sequence. Once you are familiar with this framework, you will find it easy to design your own machine learning models from start to finish.