Machine Learning Engineering in Action

This is the best ML Ops book I've read! The code examples are also incredibly valuable - you can actually implement the philosophies in the book in a couple hours.

If you're looking for a guide to setting up an infrastructure for data science and machine learning that will scale with your organization, this is the book for you. It covers everything from data storage and computation to experiment tracking and orchestration and provides clear instructions on how to use each tool in the stack. Best of all, it's written in a clear, concise style that makes it easy to follow along.

There are many good books about Machine Learning, but very few map the ML road of good practices as good as "Machine Learning Engineering in Action." Ben Wilson's book is an excellent choice for those who know ML theory and must put it into Action.