Machine Learning Engineering with Python

Section 3: End-to-End Examples

This section has the objective of working through some concrete examples in a way that pulls together all of the previous discussions in the book. These examples can be used as templates by readers of the book for future applications in their own work. The examples will have a particular focus on what decisions need to be made to select the best engineering approach, given what has been learned in the rest of the book. Once you have completed this section, you will have seen two examples of how to apply your new knowledge to archetypal machine learning engineering projects.

This section comprises the following chapters:

• Chapter 7, Building an Example ML Microservice
• Chapter 8, Building an Extract Transform Machine ...