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

By:

Geron, Aurelien

Material type: Text

TextPublication details: Mumbai, India : O'Reilly, c2023.Edition: 3rd edDescription: xxv, 834 p. : ill. ; 23 cmISBN:

9789355421982
9355421982

Subject(s):

DDC classification:

23 005.262 GEH

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."-- Page 4 of cover

Item type:

BOOK

Tags from this library: No tags from this library for this title. Log in to add tags.

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode	Item holds
BOOK	ULAB Library Text Book Area - CSE Dept.	005.262 GEH (Browse shelf(Opens below))	1	Not For Loan		21500
BOOK	ULAB Library Text Book Area - CSE Dept.	005.262 GEH (Browse shelf(Opens below))	2	Not For Loan		21501

Total holds: 0

Includes 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."-- Page 4 of cover

CSE

There are no comments on this title.

to post a comment.