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How AI Works

From Sorcery to Science
By Ronald T. Kneusel
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Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
How AI Works demystifies artificial intelligence by explaining its development and inner workings without complex maths or jargon. It covers the history of AI, from early symbolic AI failures to the rise of neural networks, and reveals how AI systems like ChatGPT operate through simple computational units. The book clarifies the relationships between AI, machine learning, and deep learning, and explores the societal impact of large language models.
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Format: Paperback / softback
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?

This clear and accessible guide is ideal for readers curious about artificial intelligence who want to understand its basics without needing a technical background.

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"An accessible, straightforward guide that demystifies Artificial Intelligence for a general audience without the use of complex math or technical jargon. Covers the fundamentals, from classical models and neural networks to the large language models leading today's AI revolution"--

Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

AI isn't magic. How AI Works demystifies the explosion of artificial intelligence by explaining—without a single mathematical equation—what happened, when it happened, why it happened, how it happened, and what AI is actually doing "under the hood."

Artificial intelligence is everywhere—from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT—yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon.

You'll learn:

  • The relationship between artificial intelligence, machine learning, and deep learning.
  • The history behind AI and why the artificial intelligence revolution is happening now.
  • How decades of work in symbolic AI failed and opened the door for the emergence of neural networks.
  • What neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number.
  • The implications of large language models, like ChatGPT and Bard, on our society—nothing will be the same again.

AI isn't magic. If you've ever wondered how it works, what it can do, or why there's so much hype, How AI Works will teach you everything you want to know.

Book Details

INFORMATION

ISBN: 9781718503724

Publisher: No Starch Press,US

Format: Paperback / softback

Date Published: 24 October 2023

Country: United States

Imprint: No Starch Press,US

Audience: General / adult

DIMENSIONS

Width: 179.0mm

Height: 235.0mm

Weight: 250g

Pages: 192

Collections

Computing & Technology Education & Reference Non-Fiction Ronald T. Kneusel Science & Nature

About the Author

Ronald T. Kneusel is a data scientist who builds deep-learning (AI) systems, as well as extensive experience with medical imaging and the development of medical devices. He earned a PhD in machine learning from the University of Colorado, Boulder, has nearly 20 years of machine learning experience in industry, and is presently pursuing deep-learning projects with L3Harris Technologies, Inc. Kneusel is also the author of Random Numbers and Computers (Springer 2018), in addition to Math for Deep Learning, Practical Deep Learning, Strange Code, and The Art of Randomness-all published by No Starch Press.

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