Artificial Intelligence
The core principles, algorithms, and methodologies of building intelligent agents and systems.
A Note from the Author
Welcome to Artificial Intelligence (AI)!
This section explores the fundamental algorithms that allow machines to perceive, reason, and act in complex environments. We cover everything from classic search algorithms to modern probabilistic reasoning.
Search & Problem Solving
Uninformed and informed search algorithms, A*, and Minimax for adversarial games.
Knowledge & Reasoning
Propositional logic, First-Order Logic, and expert systems for deductive reasoning.
Probabilistic Reasoning
Bayesian Networks, Markov Decision Processes, and reasoning under uncertainty.
AI Ethics & Safety
Bias, fairness, alignment, and the ethical implications of artificial intelligence.
Interactive Labs
Hands-on PBL exercises and interactive simulations for core AI algorithms.