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Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron (2017, Trade Paperback)

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Graphics in this book are printed in black and white . 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 Aur lien G ron 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. Explore the machine learning landscape, particularly neural nets Use scikit-learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets Apply practical code examples without acquiring excessive machine learning theory or algorithm details

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1491962291
ISBN-13
9781491962299
eBay Product ID (ePID)
227662629

Product Key Features

Author
Aurélien Géron
Publication Name
Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems
Format
Trade Paperback
Language
English
Publication Year
2017
Type
Textbook
Number of Pages
574 Pages

Dimensions

Item Length
9.2in
Item Height
1.1in
Item Width
7.1in
Item Weight
34.8 Oz

Additional Product Features

Lc Classification Number
Q325.5
Copyright Date
2017
Target Audience
Trade
Topic
Intelligence (Ai) & Semantics, Data Processing, Computer Vision & Pattern Recognition
Lccn
2018-418542
Illustrated
Yes
Genre
Computers

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5 out of 5 stars
by zh6723Feb 03, 2020
Book purchased
It said there are some scratches on the cover of the book, but it’s very new and I cannot even recognize it’s old. Thanks.
Verified purchase: Yes | Condition: Pre-owned
5 out of 5 stars
by madhavan2020Feb 17, 2021
Excellent book for one who machine learning beginners
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Hands-On Machine Learning with Scikit-Learn and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron (2017, Trade Paperback)

About this product

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Excellent book for one who machine learning beginners

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