Book Description Everything you really need to know in Machine Learning in a hundred pages! This book is for: a software engineer or a scientist who wants to become a machine learning engineer or a data scientist a data scientist trying to stay on the edge of the state-of-the-art and deepen their ML expertise a manager who wants to feel confident while talking about AI with engineers and product people a curious person looking to find out how machine learning works and maybe build something new About the Authors Andriy Burkov is a dad of two and a machine learning expert based in Quebec City, Canada.
Nine years ago, he got a Ph. All Categories. Recent Books. Miscellaneous Books. Computer Languages. Computer Science. He succeeds well. I really liked. Intelligence at LinkedIn: "A wonderful book for engineers who want to incorporate ML in their dayto-day.
At pages or a little more , the book is short enough to. Yet, despite its length, it covers all the major machine learning approaches,. Peter Norvig, Research Director at Google, co-author of AIMA, the most popular AI textbook in the world: "Burkov has undertaken a very useful but impossibly hard task in reducing all of machine learning to pages. He succeeds well in choosing the topics — both theory and practice — that will be useful to practitioners, and for the reader who understands that this is the first or actually pages you will read, not the last, provides a solid introduction to the field.
Burkov doesn't hesitate to go into the math equations: that's one thing that short books usually drop. I really liked how the author explains the core concepts in just a few words. The book can be very useful for newcomers in the field, as well as for old-timers who can gain from such a broad view of the field. At pages or a little more , the book is short enough to read in a single sitting. Share this book Feedback Email the Author s. Preface 1 Introduction 1. Hyperparameters 2.
Regression 2. Instance-Based Learning 2. Deep Learning 3 Fundamental Algorithms 3. Do Well. Do Good. Learn more about writing on Leanpub. Free Updates. DRM Free. Write and Publish on Leanpub You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses! Top Books 1. Functional Programming will never be easy, but it can be easier. The deepest tutorial and explanation about EventStorming, straight from the inventor.
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