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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

1. Introduction to Artificial Intelligence

Overview

In this chapter, you will be introduced to the fundamentals of Artificial Intelligence (AI), which are the foundations of various fields of AI. You will also come across different algorithms, including MinMax and A*, through simple coding exercises using the Python programming language. You will also be implementing your first AI through a simple tic-tac-toe game where you will be teaching the program how to win against a human player. By the end of this chapter, you will learn how to use popular Python libraries to develop intelligent AI-driven programs.

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