Grokking AI Algorithms, 2E (MEAP 2) by Rishal Hurbans (.ePUB)+
File Size: 105.3 MB
Grokking AI Algorithms, Second Edition (MEAP 2) by Rishal Hurbans
Requirements: .ePUB, .PDF reader, 105.3 MB
Overview: Understand the algorithms that underpin AI, from classic to cutting-edge. Artificial Intelligence algorithms are the backbone of search and optimization, Deep Learning, reinforcement learning, and, of course, Generative AI. Grokking AI Algorithms, Second Edition introduces the most important AI algorithms using relatable illustrations, interesting examples, and thought-provoking exercises. Written in simple language and with lots of visual references and hands-on code examples, it helps you build a natural intuition into how intelligent systems learn, plan, and adapt. This second edition has been thoroughly revised, with new chapters on large language models, image generation, and more. Finally, you’ll apply what you learn through engaging, end-to-end projects like finding your way through a maze with search algorithms, evolving knapsack solutions with genetic algorithms, teaching an agent to park itself with reinforcement learning, and exploring how LLMs and diffusion models power text and image generation. Readers need beginning to intermediate programming skills and high school level mathematics. No AI experience required.
Genre: Non-Fiction > Tech & Devices
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