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  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Third Edition (Full Colour Print)

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, Third Edition (Full Colour Print) Paperback – 10 October 2022

by Aurélien Géron (Author)
4.7 out of 5 stars (372)
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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.

  • Use scikit-learn to track an example machine learning project end to end
  • Explore several models, including support vector machines, decision trees, random forests, and ensemble methods
  • Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection
  • Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformers
  • Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning
  • Train neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI
Read more
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  1. ISBN-10
    9355421982
  2. ISBN-13
    978-9355421982
  3. Edition
    Third
  4. Publisher
    Shroff/O'Reilly
  5. Publication date
    10 October 2022
  6. Language
    English
  7. Dimensions
    22.86 x 17.78 x 4.32 cm
  8. Print length
    864 pages
Next slide of product details

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Product details

  • Publisher ‏ : ‎ Shroff/O'Reilly
  • Publication date ‏ : ‎ 10 October 2022
  • Edition ‏ : ‎ Third
  • Language ‏ : ‎ English
  • Print length ‏ : ‎ 864 pages
  • ISBN-10 ‏ : ‎ 9355421982
  • ISBN-13 ‏ : ‎ 978-9355421982
  • Reading age ‏ : ‎ 10 years and up
  • Item Weight ‏ : ‎ 1 kg 500 g
  • Dimensions ‏ : ‎ 22.86 x 17.78 x 4.32 cm
  • Country of Origin ‏ : ‎ India
  • Packer ‏ : ‎ Shroff Publishers & Distributors Pvt. Ltd., B-103, First Floor, Railway Commercial Complex, Sector 3, Sanpada (E), Navi Mumbai 400705, WhatsApp: +917304487700, email: info@shroffpublishers.com
  • Generic Name ‏ : ‎ Printed Book
  • Best Sellers Rank: #5,317 in Books (See Top 100 in Books)
  • Customer Reviews:
    4.7 out of 5 stars (372)

About the author

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Aurélien Géron

Aurélien Géron

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Full content visible, double tap to read brief content.

Aurélien Géron is a Machine Learning consultant. A former Googler, he led the YouTube video classification team from 2013 to 2016. He was also a founder and CTO of Wifirst from 2002 to 2012, a leading Wireless ISP in France, and a founder and CTO of Polyconseil in 2001, the firm that now manages the electric car sharing service Autolib'.

Before this he worked as an engineer in a variety of domains: finance (JP Morgan and Société Générale), defense (Canada's DOD), and healthcare (blood transfusion). He published a few technical books (on C++, WiFi, and Internet architectures), and was a Computer Science lecturer in a French engineering school.

A few fun facts: he taught his 3 children to count in binary with their fingers (up to 1023), he studied microbiology and evolutionary genetics before going into software engineering, and his parachute didn't open on the 2nd jump.

Customer reviews

4.7 out of 5 stars
372 global ratings

Customers say

Customers find the book perfect for practical learning, with one mentioning it provides intuitive explanations along with code. They appreciate that the book is fully colored.
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27 customers mention content, 24 positive, 3 negative
Customers praise the book's content, finding it perfect for practical learning and data science, with one customer noting it provides both intuitive explanations and code examples.
This is an awesome book. Indepth. HIghly quality print. and excellent content. Loved reading it....Read more
...Also its very useful when you want to look back on some topics you may have forgotten....Read more
...Since it was not packaged safely. The book content is good and the seller needs to take care when packaging. He needs to take care since it is costly.Read more
The page quality and content of the book is really good and it's worth it for it's price.Read more
5 customers mention colored, 5 positive, 0 negative
Customers appreciate that the book is fully colored.
...It is fully colored. The price could be a little less. And of course, the book is great. Make sure you get the latest edition.Read more
...looks like a cheap reprint, but the pages are of good quality and printed in color.Read more
...this book is that it is terribly exenpsive even though it is full colour.Read more
Content and the book is 👌🏻👌🏻! Specially color pages made this book fab.Read more
Original Print
5 out of 5 stars
Original Print
Fine quality, coloured print received.
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Top reviews from India

  • Ayswarya
    5.0 out of 5 stars Best book on the subject. Love it
    Reviewed in India on 23 February 2025
    Format: PaperbackVerified Purchase
    This is an awesome book. Indepth. HIghly quality print. and excellent content. Loved reading it. It is so awesome that u will get ur concepts thoroghly cleared. Go for it.
    2 people found this helpful
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  • Pramod
    5.0 out of 5 stars Amazing book
    Reviewed in India on 20 April 2026
    Format: PaperbackVerified Purchase
    Great book....for machine learning must have book...
    Helpful
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  • Harsh
    5.0 out of 5 stars Recommended purchase
    Reviewed in India on 11 February 2026
    Format: PaperbackVerified Purchase
    This book is great for the leaners who don't know nothing about the topic it also help you to get to know about the topic in depth.
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  • o
    4.0 out of 5 stars Clears every doubt as a beginner in detailed introduction
    Reviewed in India on 30 September 2025
    Format: PaperbackVerified Purchase
    Quality is good but damaged
    Customer image
    o
    4.0 out of 5 stars
    Clears every doubt as a beginner in detailed introduction

    Reviewed in India on 30 September 2025
    Quality is good but damaged
    Images in this review
    Customer image
    2 people found this helpful
    Helpful
     Report
  • Satya jena
    5.0 out of 5 stars Best book for ml,,impressed by way of explanation
    Reviewed in India on 1 February 2026
    Format: PaperbackVerified Purchase
    Best book for ml
    One person found this helpful
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  • Viniak Dev Gupta
    5.0 out of 5 stars Original Print
    Reviewed in India on 30 August 2025
    Format: PaperbackVerified Purchase
    Fine quality, coloured print received.
    Customer image
    Viniak Dev Gupta
    5.0 out of 5 stars
    Original Print

    Reviewed in India on 30 August 2025
    Fine quality, coloured print received.
    Images in this review
    Customer image
    One person found this helpful
    Helpful
     Report
  • vinwin10
    5.0 out of 5 stars Condition
    Reviewed in India on 23 November 2025
    Format: PaperbackVerified Purchase
    The book was delivered in perfect condition.
    Helpful
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  • Aravindh R
    5.0 out of 5 stars Awesome
    Reviewed in India on 11 November 2025
    Format: PaperbackVerified Purchase
    That's a great book for beginners
    One person found this helpful
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