Understanding Artificial Intelligence 1st Edition Nicolas Sabouret 1000284255 9781000284256

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Product details:

• ISBN 10: 1000284255
• ISBN 13: 9781000284256
• Author: Nicolas Sabouret

Artificial Intelligence (AI) fascinates, challenges and disturbs us. There are many voices in society that predict drastic changes that may come as a consequence of AI – a possible apocalypse or Eden on earth. However, only a few people truly understand what AI is, what it can do and what its limitations are. Understanding Artificial Intelligence explains, through a straightforward narrative and amusing illustrations, how AI works. It is written for a non-specialist reader, adult or adolescent, who is interested in AI but is missing the key to understanding how it works. The author demystifies the creation of the so-called “intelligent” machine and explains the different methods that are used in AI. It presents new possibilities offered by algorithms and the difficulties that researchers, engineers and users face when building and using such algorithms. Each chapter allows the reader to discover a new aspect of AI and to become fully aware of the possibilities offered by this rich field.

Table of contents:

1 What is Artificial Intelligence? Understanding What a Computer, an Algorithm, a Program, and, in Particula

2 The Turing Test: Understanding That It Is Difficult to Measure the Intelligence of Computers

3 Why Is It So Difficult? Understanding There Are Limitations to What a Machine Can Calculate

4 Lost in the Woods: Understanding a First Principles of AI Method – Exploration

5 Winning at Chess: Understanding How to Build Heuristics

6 The Journey Continues: Understanding That One Graph Can Conceal Another

7 Darwin 2.0: Understanding How to Explore Space as a Group

8 Small but Strong: Understanding How Ants Find Their Way

9 A Bit of Tidying Up: Understanding How a Machine Learns to Classify

10 Taking an AI by the Hand: Understanding That a Good Example Is Often Better Than a Long Explanation

11 Learning to Count: Understanding What Statistical Learning Is

12 Learning to Read: Understanding What a Neural Network Is

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