Grokking AI Algorithms, Second Edition

Description

Grokking AI Algorithms, Second Edition teaches the theory behind AI with beautifully simple illustrations, step-by-step pseudocode, and intuitive explanations that make the math simple. You’ll build a clear mental model of how different AI approaches fit together, then implement them with minimal code and maximum insight. 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.