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The Applied Artificial Intelligence Workshop

You're reading from   The Applied Artificial Intelligence Workshop Start working with AI today, to build games, design decision trees, and train your own machine learning models

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800205819
Length 420 pages
Edition 1st Edition
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Authors (3):
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Anthony So Anthony So
Author Profile Icon Anthony So
Anthony So
Zsolt Nagy Zsolt Nagy
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Zsolt Nagy
William So William So
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William So
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Toc

Table of Contents (8) Chapters Close

Preface
1. Introduction to Artificial Intelligence 2. An Introduction to Regression FREE CHAPTER 3. An Introduction to Classification 4. An Introduction to Decision Trees 5. Artificial Intelligence: Clustering 6. Neural Networks and Deep Learning Appendix

6. Neural Networks and Deep Learning

Overview

In this chapter, you will be introduced to the final topic on neural networks and deep learning. You will be learning about TensorFlow, Convolutional Neural Networks (CNNs), and Recurrent Neural Networks (RNNs). You will use key deep learning concepts to determine creditworthiness of individuals and predict housing prices in a neighborhood. Later on, you will also implement an image classification program using the skills you learned. By the end of this chapter, you will have a firm grasp on the concepts of neural networks and deep learning.

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