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Hands-On Machine Learning with Scikit-Learn, Keras and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems.

By: Publisher: Sebastapol, CA: O'Reilly, 2023Edition: Third editionDescription: xxv, 834 pages : illustrations (black and white, and colour) ; 24 cmContent type:
  • text
  • still image
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781098125974
  • 1098125975
Subject(s): DDC classification:
  • 006.31 23
LOC classification:
  • Q325.5 .G47 2023
Summary: 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.
List(s) this item appears in: 2023 New Titles
Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
BOOK BOOK NCAR Library Mesa Lab Q325.5 .G47 2023 1 Checked out 01/10/2025 50583020015578
Total holds: 0

Previous edition: 2019.

Includes bibliographical references and index.

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.

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