Artificial intelligence

Introduction to AI and Search Algorithms

Understand what AI is and how search algorithms allow agents to find solutions in problem spaces.

Knowledge Representation and Logic

Learn how AI systems encode and reason with knowledge using propositional and first-order logic.

Uncertainty and Probabilistic Reasoning

Apply probability and Bayesian networks to help AI reason and make decisions under uncertainty.

Optimization and Machine Learning

Explore optimization techniques and foundational machine learning algorithms that enable AI to learn from data.

Neural Networks and Natural Language Processing

Build and understand neural networks and apply AI techniques to process and understand human language.