Meaningful Machine Learning: A Guide for Making Models Explainable

Patel, Binit

ISBN 10: 6200102414 ISBN 13: 9786200102416

Editorial: LAP LAMBERT Academic Publishing, 2022

Idioma: Ingl�s

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Detalles bibliogr�ficos

T�tulo: Meaningful Machine Learning: A Guide for Making Models Explainable
Editor: LAP LAMBERT Academic Publishing
Fecha de publicaci�n: 2022
Idioma: Ingl�s
ISBN 10: 6200102414
ISBN 13: 9786200102416
Encuadernaci�n: Encuadernaci�n de tapa blanda
Estado: New

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Sinopsis

Writing this book was a lot of fun. This book will teach you how to make (supervised) machine learning models interpretable. The chapters contain some mathematical formulas, but you should be able to understand the ideas behind the methods even without the mathematics. This book is not for people who try to learn machine learning from scratch. If you are new to machine learning, there are loads of books and other resources for learning the basics. You can either read the book from beginning to end or jump directly to the methods that interest you. I hope you will enjoy the read!

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