Deep Learning with Python, Third Edition

Author:   Chollet Francois ,  Matthew Watson
Publisher:   Manning Publications
Edition:   3rd edition
ISBN:  

9781633436589


Pages:   648
Publication Date:   22 December 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Deep Learning with Python, Third Edition


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Full Product Details

Author:   Chollet Francois ,  Matthew Watson
Publisher:   Manning Publications
Imprint:   Manning Publications
Edition:   3rd edition
Dimensions:   Width: 18.70cm , Height: 3.60cm , Length: 25.50cm
Weight:   1.270kg
ISBN:  

9781633436589


ISBN 10:   1633436586
Pages:   648
Publication Date:   22 December 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

1 WHAT IS DEEP LEARNING?   2 THE MATHEMATICAL BUILDING BLOCKS OF NEURAL NETWORKS  3 INTRODUCTION TO TENSORFLOW, PYTORCH, JAX, AND KERAS  4 CLASSIFICATION AND REGRESSION  5 FUNDAMENTALS OF MACHINE LEARNING  6 THE UNIVERSAL WORKFLOW OF MACHINE LEARNING  7 A DEEP DIVE ON KERAS  8 IMAGE CLASSIFICATION  9 CONVNET ARCHITECTURE PATTERNS  10 INTERPRETING WHAT CONVNETS LEARN  11 IMAGE SEGMENTATION  12 OBJECT DETECTION  13 TIMESERIES FORECASTING  14 TEXT CLASSIFICATION  15 LANGUAGE MODELS AND THE TRANSFORMER  16 TEXT GENERATION  17 IMAGE GENERATION  18 BEST PRACTICES FOR THE REAL WORLD  19 THE FUTURE OF AI  20 CONCLUSIONS

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Author Information

François Chollet is a software engineer at Google and creator of the Keras deep learning library.  Matthew Watson is a core maintainer of the Keras deep learning library, focusing primarily on tools for Natural Language Processing.

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Latest Reading Guide

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