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Hands-On Artificial Intelligence for Beginners

You're reading from   Hands-On Artificial Intelligence for Beginners An introduction to AI concepts, algorithms, and their implementation

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Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781788991063
Length 362 pages
Edition 1st Edition
Languages
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Authors (2):
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David Dindi David Dindi
Author Profile Icon David Dindi
David Dindi
Patrick D. Smith Patrick D. Smith
Author Profile Icon Patrick D. Smith
Patrick D. Smith
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Table of Contents (15) Chapters Close

Preface 1. The History of AI FREE CHAPTER 2. Machine Learning Basics 3. Platforms and Other Essentials 4. Your First Artificial Neural Networks 5. Convolutional Neural Networks 6. Recurrent Neural Networks 7. Generative Models 8. Reinforcement Learning 9. Deep Learning for Intelligent Agents 10. Deep Learning for Game Playing 11. Deep Learning for Finance 12. Deep Learning for Robotics 13. Deploying and Maintaining AI Applications 14. Other Books You May Enjoy

Your First Artificial Neural Networks

In the past few chapters, we learned about the basics of machine learning, and how to get our environments set up for creating Artificial Intelligence (AI) applications. Now that we've learned the basics, it's time to put our knowledge to use.

In this chapter, we'll focus on:

  • How to construct basic AI applications, starting with constructing a basic feedforward network with TensorFlow
  • We'll discuss the essential elements of Artificial Neural Networks (ANNs), and then code up an example of a basic feedforward network to illustrate this

ANNs allow us to define complex non-linear problems, and as we delve into the mechanics of true deep learning, you'll begin to see how powerful AI applications can be with deep learning at the core.

We'll get slightly technical dive in this section, and look at the concepts...

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