Undergraduate Artificial Intelligence Group

Undergraduate AI Courses

Important: You have to petition to take engineering courses. Consult your Registrar.

KR

• CSC200 Economic and Social Networks
• CSC384 Artificial Intelligence
• CSC486/2502 Knowledge Representation
• MIE262 Operations Research I: Deterministic OR
• MIE263 Operations Research II: Stochastic OR
• MIE365 Operations Research III: Advanced OR
• MIE367 Cases in Operational Research
• MIE451 Decision Support Systems

ML

• CSC310 Information Theory
• CSC321 Neural Networks
• CSC411 ML and Data Mining
• CSC412/2506 Learning and Uncertainty
• STA414 Statistical Methods for ML
• ECE521 Inference Algorithms

CL

• CSC401/2511 Natural Language Computing
• CSC485/2501 Computational Linguistics

CV

• CSC320 Visual Computing
• CSC418/2504 Computer Graphics
• CSC420 Image Understanding
• ECE516 Intelligent Image Processing

Graduate AI Courses

Important: You have to petition to take graduate courses. Consult your Registrar.

KR

• CSC2512 Advanced Propositional Reasoning
• CSC2532 Dynamical Systems and Artificial Intelligence
• CSC2533 Foundations of Knowledge Representation
• CSC2534 Decision Making Under Uncertainty
• CSC2542 Topics in Knowledge Representation and Reasoning
• MIE562 Scheduling
• MIE566 Decision Analysis
• MIE468 Facility Planning

ML

• CSC2416 Machine Learning Theory
• CSC2515 Machine Learning
• CSC2535 Advanced Machine Learning
• CSC2541 Topics in Machine Learning
• CSC2545 Kernel Methods and Support Vector Machines
• STA4273 Statistical Machine Learning
• ECE1775 Biologically Inspired Computing
• PSL1071 Computational Neuroscience

CL

• CSC2517 Discrete Mathematical Models of Sentence Structure
• CSC2518 Spoken Language Processing
• CSC2519 Natural Language Semantics
• CSC2520 The Computational Lexicon
• CSC2528 Advanced Computational Linguistics
• CSC2540 Cognitive Linguistics

CV

• CSC2503 Foundations of Computer Vision
• CSC2523 Object Modeling and Recognition
• CSC2529 Computer Animation
• CSC2530 Computer Vision for Advanced Digital Photography
• CSC2539 Topics in Computer Vision
• ECE1772 Motion Analysis in Computer Vision