Ronald T. Kneusel

How AI Works

From Sorcery to Science

• Broschiertes Buch

Produktbeschreibung

"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"--

Produktdetails

• Verlag: No Starch Press, US
• Seitenzahl: 175
• Erscheinungstermin: 24. Oktober 2023
• Englisch
• Abmessung: 234mm x 177mm x 13mm
• Gewicht: 388g
• ISBN-13: 9781718503724
• ISBN-10: 1718503725
• Artikelnr.: 68762552

Autorenporträt

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.

Inhaltsangabe

Acknowledgments
Preface
Chapter 1: And Away We Go: An AI Overview
Chapter 2: Why Now? A History of AI
Chapter 3: Classical Models: Old-School Machine Learning
Chapter 4: Neural Networks: Brain-Like AI
Chapter 5: Convolutional Neural Networks: AI Learns to See
Chapter 6: Generative AI: AI Gets Creative 
Chapter 7: Large Language Models: True AI at Last?
Chapter 8: Musings: The Implications of AI
Glossary
Resources
Index