The WELCH LABS ILLUSTRATED GUIDE TO AI VOLUME I
The Welch Labs Illustrated Guide to AI offers unique perspectives on artificial intelligence through hands-on exploration and richly detailed graphics that give readers a visceral understanding of how AI actually works. From the fundamental perceptron to cutting-edge AI video generation, each chapter combines thought-provoking exercises with supporting code to illuminate the key breakthroughs and persistent mysteries in AI development. The book is a great fit for both seasoned professionals and students.
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The WELCH LABS ILLUSTRATED GUIDE TO AI VOLUME II
Volume II builds on Volume I, digging into foundational topics like residual networks and reinforcement learning, and more advanced topics such as grokking, vision-language-action (VLA) models, and JEPA. Each chapter combines thought-provoking exercises with supporting code to illuminate the key breakthroughs and persistent mysteries in AI development. The book is a great fit for both seasoned professionals and students.