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

Book Cover
Average Rating
Author
Géron, Aurélien,
Published
Sebastopol, CA : O'Reilly Media, 2017.
ISBN
1491962291, 9781491962299
Status
On Shelf
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Copies

LocationCall NumberStatus
Frankfort Public Library District - StacksCOMPUTERS GENERAL GeronOn Shelf
Indian Prairie Public Library District - 1st Floor006.3 GERONOn Shelf

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Subjects

LC Subjects
Artificial intelligence.
Machine learning.
Other Subjects
Automatische Klassifikation.
Künstliche Intelligenz.
Maschinelles Lernen.
Python 3.0.

More Details

Published
Sebastopol, CA : O'Reilly Media, 2017.
Format
Book
Physical Desc
xx, 547 pages : illustrations ; 24 cm
Language
English
ISBN
1491962291, 9781491962299

Notes

General Note
Includes index.
Description
"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-Scitkit-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" -- Back cover.

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Citations

APA Citation, 7th Edition (style guide)

Géron, A. (2017). Hands-on machine learning with Scikit-Learn and TensorFlow: concepts, tools, and techniques to build intelligent systems (First edition.). O'Reilly Media.

Chicago / Turabian - Author Date Citation, 17th Edition (style guide)

Géron, Aurélien. 2017. Hands-on Machine Learning With Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. Sebastopol, CA: O'Reilly Media.

Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)

Géron, Aurélien. Hands-on Machine Learning With Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Sebastopol, CA: O'Reilly Media, 2017.

Harvard Citation (style guide)

Géron, A. (2017). Hands-on machine learning with scikit-learn and tensorflow: concepts, tools, and techniques to build intelligent systems. First edn. Sebastopol, CA: O'Reilly Media.

MLA Citation, 9th Edition (style guide)

Géron, Aurélien. Hands-on Machine Learning With Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems First edition., O'Reilly Media, 2017.

Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.

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