Neural Network Programming with Python

Build smarter programs with the power of neural networks and the simplicity of Python
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Neural Network Programming with Python

Fabio. M. Soares, Rodrigo Nunes

Build smarter programs with the power of neural networks and the simplicity of Python
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Book Details

ISBN 139781784398217
Paperback430 pages

Book Description

If you wish to solve your complex computational problem efficiently, neural networks come to the rescue. This book will teach you how to ace neural networks and solve your computational problems with Python—right from predicting to self-learning models—with ease. We start off with neural network design, then you’ll build a solid foundational knowledge of how a neural network learns from data, and the principles behind it.

This book cover various types of neural networks including recurrent neural networks and convoluted neural networks. You will not only learn how to train neural networks, but also see a generalization of these networks. With the help of practical examples and real-world use cases, you will learn to implement these neural networks in your applications.

Table of Contents

What You Will Learn

  • See the latest innovations in the field
  • Become fluent in Python to develop neural networks solutions capable of solving complex and interesting tasks
  • Implement neural networks step-by-step
  • Solve your complex computational problems with the aid of neural networks and Python
  • The reader will be able to set up his/her neural network with ease, according to the objective he/she wants to apply.
  • The reader will be able to design time series based models using RNNs in Python.
  • Will be able to design high level solutions with CNNs in Python

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Table of Contents

Book Details

ISBN 139781784398217
Paperback430 pages
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