Hands-On Machine Learning / 3rd edition

with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

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ISBN: 9781098125974
Uitgever: O'Reilly
Verschijningsvorm: Paperback
Auteur: Aurelien Geron
Druk: 3
Pagina's: 850
Taal: Engels
Verschijningsjaar: 2022
Voorgeschreven bij o.a.: Hogeschool Utrecht
Vervanger van: 9781492032649
NUR: Informatica algemeen

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started.