Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e (Paperback)

Aurelien Geron

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Lingua: inglese

Editore: O'Reilly Media, Sebastopol, 2022

1098125975 / 9781098125974

Da: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail

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Paperback. 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.Use scikit-learn to track an example machine learning project end to endExplore several models, including support vector machines, decision trees, random forests, and ensemble methodsExploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detectionDive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformersUse TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learningTrain neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

Codice articolo 9781098125974

Titolo
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e (Paperback)
Autore
Aurelien Geron
Editore
O'Reilly Media, Sebastopol
Anno di pubblicazione
2022
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1098125975
ISBN 13
9781098125974
Edizione
terza edizione

Grand Eagle Retail

Bensenville, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 12 ottobre 2005

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