Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems

By:

Geron, Aurelien

Material type: Text

TextPublication details: Mumbai O'Reilly Media, Inc. 2020Edition: 2nd edDescription: xxv, 819pISBN:

9789352139057 (pbk.)

Subject(s):

DDC classification:

005.262 GER

Summary: "Through a series of recent 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 practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started."" Tags from this library: No tags from this library for this title"

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Holdings
Item type	Current library	Collection	Call number	Status	Barcode
Book	Plaksha University Library	Computer science	005.262 GER (Browse shelf(Opens below))	Available	002806
Book	Plaksha University Library	Computer science	005.262 GER (Browse shelf(Opens below))	Available	002721
Book	Plaksha University Library	Computer science	005.262 GER (Browse shelf(Opens below))	Available	002722
Book	Plaksha University Library	Computer science	005.262 GER (Browse shelf(Opens below))	Available	002469

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Previous	005.2 LIP Schaum's outlines data structures	005.262 BAL Object oriented programming with C++	005.262 GER Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems	005.262 GER Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems	005.262 GER Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems	005.262 GER Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems	005.262 GER Hands-on machine learning with scikit-learn, keras, and tensorflow : concepts, tools, and techniques to build intelligent systems	Next

https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/

"Through a series of recent 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 practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.""
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