Python Deep Learning Cookbook

Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guide

Python Deep Learning Cookbook

Indra den Bakker

6 customer reviews
Solve different problems in modelling deep neural networks using Python, Tensorflow, and Keras with this practical guide
eBook
$10.00
RRP $35.99
Save 72%
Print + eBook
$44.99
RRP $44.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$10.00
$44.99
RRP $35.99
RRP $44.99
eBook
Print + eBook

Frequently bought together


Python Deep Learning Cookbook Book Cover
Python Deep Learning Cookbook
$ 35.99
$ 10.00
Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 10.00
Buy 2 for $20.00
Save $47.98
Add to Cart

Book Details

ISBN 139781787125193
Paperback330 pages

Book Description

Deep Learning is revolutionizing a wide range of industries. For many applications, deep learning has proven to outperform humans by making faster and more accurate predictions. This book provides a top-down and bottom-up approach to demonstrate deep learning solutions to real-world problems in different areas. These applications include Computer Vision, Natural Language Processing, Time Series, and Robotics.

The Python Deep Learning Cookbook presents technical solutions to the issues presented, along with a detailed explanation of the solutions. Furthermore, a discussion on corresponding pros and cons of implementing the proposed solution using one of the popular frameworks like TensorFlow, PyTorch, Keras and CNTK is provided. The book includes recipes that are related to the basic concepts of neural networks. All techniques s, as well as classical networks topologies. The main purpose of this book is to provide Python programmers a detailed list of recipes to apply deep learning to common and not-so-common scenarios.

Table of Contents

What You Will Learn

  • Implement different neural network models in Python
  • Select the best Python framework for deep learning such as PyTorch, Tensorflow, MXNet and Keras
  • Apply tips and tricks related to neural networks internals, to boost learning performances
  • Consolidate machine learning principles and apply them in the deep learning field
  • Reuse and adapt Python code snippets to everyday problems
  • Evaluate the cost/benefits and performance implication of each discussed solution

Authors

Table of Contents

Book Details

ISBN 139781787125193
Paperback330 pages
Read More
From 6 reviews

Read More Reviews

These popular $10 titles might interest you

Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 10.00
Natural Language Processing with Python Cookbook Book Cover
Natural Language Processing with Python Cookbook
$ 31.99
$ 10.00
TensorFlow 1.x Deep Learning Cookbook Book Cover
TensorFlow 1.x Deep Learning Cookbook
$ 35.99
$ 10.00
Python: End-to-end Data Analysis Book Cover
Python: End-to-end Data Analysis
$ 71.99
$ 10.00
Predictive Analytics with TensorFlow Book Cover
Predictive Analytics with TensorFlow
$ 39.99
$ 10.00
Deep Learning with Keras Book Cover
Deep Learning with Keras
$ 39.99
$ 10.00