Hands-On Machine Learning with Scikit-Learn and TensorFlow
Concepts, Tools, and Techniques to Build Intelligent Systems
(Kindle Edition)

4 products added to cart in last 30 minutes
MRP: ₹2,824.50 Checkout @ Amazon Last Updated: 13-Sep-2018 09:29:57 pm
✅ Lowest price available on Amazon

Related Categories

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 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
  • Apply practical code examples without acquiring excessive machine learning theory or algorithm details

AuthorAurélien Géron
BindingKindle Edition
Edition1
EISBN9781491962251
FormatKindle eBook
LanguageEnglish
Language TypePublished
Number Of Pages574
Product GroupeBooks
Publication Date2017-03-13
PublisherO'Reilly Media
Release Date2017-03-13
StudioO'Reilly Media
Sales Rank22208

Bestsellers in Computer Science

Trending Products at this Moment

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