Stock Image

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Géron, Aurélien

ISBN 10: 1492032646 / ISBN 13: 9781492032649
Published by O'Reilly Media, 2019
New Condition: New Soft cover
From First Watch Books (Lightfoot, VA, U.S.A.)

AbeBooks Seller Since May 16, 2019 Seller Rating 1-star rating

Quantity Available: > 20

Buy New
Price: US$ 58.08 Convert Currency
Shipping: Free Within U.S.A. Destination, rates & speeds
Add to basket

30 Day Return Policy

About this Item

Bookseller Inventory # 000458

Bibliographic Details

Title: Hands-On Machine Learning with Scikit-Learn,...

Publisher: O'Reilly Media

Publication Date: 2019

Binding: Soft cover

Book Condition: New

Edition: 2nd Edition

About this title

Synopsis:

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 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.

  • 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

About the Author:

Aurélien Géron is a machine learning consultant and trainer. A former Googler, he led YouTube's video classification team from 2013 to 2016. He was also a founder and CTO of Wifirst (a leading Wireless ISP in France) from 2002 to 2012, and a founder and CTO of two consulting firms -- Polyconseil (telecom, media and strategy) and Kiwisoft (machine learning and data privacy).

"About this title" may belong to another edition of this title.

Store Description

Bringing you great books at great prices.

Visit Seller's Storefront

Terms of Sale:

We guarantee the condition of every book as it is described on the Abebooks web sites. If you are dissatisfied with your purchase (Incorrect Book/Not as Described/Damaged) or if the order has not arrived, you are eligible for a refund within 30 days of the estimated delivery date. If you have changed your mind about a book you have ordered, please use the 'Ask bookseller' a question link to contact us and we will respond within 48 hours.


Shipping Terms:

List this Seller's Books

Payment Methods
accepted by seller

Visa Mastercard American Express