Part 3: Advanced Concepts and Best Practices around Streaming Data

This part will cover some of the advanced topics around streaming data, including drift and feature transformation. We will use examples to learn about each of these concepts. Finally, we will wrap up everything we learned in the last chapter, as a summary of all the topics.

This section comprises the following chapters:

• Chapter 9, Drift and Drift Detection
• Chapter 10, Feature Transformation and Scaling
• Chapter 11, Catastrophic Forgetting
• Chapter 12, Conclusion and Best Practices