November 2021
Intermediate to advanced
276 pages
5h 59m
English
Content preview from Machine Learning Engineering with Python
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Chapter 1: Introduction to ML Engineering
Welcome to Machine Learning Engineering with Python, a book that aims to introduce you to the exciting world of making Machine Learning (ML) systems production-ready.
This book will take you through a series of chapters covering training systems, scaling up solutions, system design, model tracking, and a host of other topics, to prepare you for your own work in ML engineering or to work with others in this space. No book can be exhaustive on this topic, so this one will focus on concepts and examples that I think cover the foundational principles of this increasingly important discipline.
You will get a lot from this book even if you do not run the technical examples, or even if you try to apply the ...