Part 3. Operating a machine learning system

Whereas part of this book focused on getting to the point of a having an entire machine learning system, part 3 is about what comes next. All sorts of work must be done over the lifetime of operating a machine learning system, making it possible for you to change and improve the system.

Chapter 9 goes deeper into how to build and deploy machine learning systems. It covers best practices developed for the operations of other sorts of software applications and applies them to the unique responsibilities of a reactive machine learning system.

Chapter 10 works through how you can incrementally improve the intelligence capabilities of a system. It introduces the far-reaching ambitions of artificial intelligence ...

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