Github — Grokking Artificial Intelligence Algorithms Pdf

Overview

8. For repository maintainers and contributors

• "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville (2016)
• "Pattern Recognition and Machine Learning" by Christopher M. Bishop (2006)

Python Implementations: Simple, readable code for complex math. grokking artificial intelligence algorithms pdf github

1. Search Algorithms (The Foundation)

• Brute Force & BFS: How AI looks for the shortest path in a map.
• A-Star (A):* The secret sauce behind GPS navigation and video game NPCs.
• Minimax: How AI beats you at Tic-Tac-Toe and Chess.

1. Accessible explanations: The authors have done an excellent job of explaining complex AI concepts in an intuitive and easy-to-understand manner.
2. Practical code examples: The book provides numerous code examples in Python, which are available on GitHub. This allows readers to experiment with the algorithms and gain hands-on experience.
3. Visualizations: The book includes many visual illustrations, which help to clarify the concepts and make the material more engaging.