AI Fundamentals — 2027-2028

Scheme

2MMS10 Probability and Stochastics 1 C

2IMF25 Automated Reasoning B2,B3

Elective

2MMD10 Optimization B

TBD-EXPLAIN Explainable Systems

0LM190 Philosophy and ethics of AI

2MMS80 Statistical Learning Theory C

Elective

2AMM10 Deep Learning 2 C1

2AMU20 Generative AI Models C2

Elective

Elective

2MMR30 MSc Final Project

2MMA70 Differential Geometry for Image Processing B

2AMM20 Research Topics in Data Mining B1,B2

2AMM40 Machine Learning for Science B2

2AMU30 Uncertainty Representations and Reasoning E2

2MMA80 Mathematics of Neural Networks A

2MMA15 Functional Analysis D

2IMP60 Human-Computer Interaction E2

2DD23 Time Series & Forecasting A

2IMN30 Machine Learning for Industry A2

2AMM15 Deep Learning 1 B

2MET10 Machine Learning for Scientific Computing and Numerical Analysis

2MMS50 Stochastic Decision Theory A

5SC28 Machine learning for systems and control B

Computer Science Data Science Mathematics