Hands-On Machine Learning with Scikit-Learn and TensorFlow

by Aurélien Géron

Description

This practical guide introduces machine learning through clear explanations, useful examples, and hands-on projects that take readers from foundational concepts to advanced techniques. It covers supervised and unsupervised learning with Scikit-Learn, then progresses to neural networks and deep learning with TensorFlow. Along the way, readers learn how to prepare data, select and evaluate models, improve performance, and apply machine learning effectively to real-world problems. Accessible yet technically thorough, the book bridges theory and practice for aspiring data scientists, engineers, and developers.

Available Editions

paperback edition cover

paperback

O'Reilly Media

Published Apr 9, 2017

574 pages

ISBN: 9781491962299

available

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Details

First Published

2017

Language

eng

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