Classes are held in the third semester of the Master Program, from September to end of January. The 4th semester is dedicated to research projects or industrial internships.

Mandatory courses
Advanced Models and Methods in Operations Research (ORCO)6Tuesday 9:00-12:15
Combinatorial Optimization and Graph Theory (ORCO)6Thursday 8:45-12:00
Optimization under Uncertainty (ORCO)6Monday 13:30-16:45
Elective (choose 12 ECTS, at least 6 ECTS among the first 3)
Constraint Programming, Applications in Scheduling (ORCO)3Wednesday 9:00-10:30
Graphs and Discrete Structures (ORCO)3Wednesday 10:45-12:15
Transport, Logistics and Operations Research (ORCO)6Wednesday 13:30-18:00
Academic and Industrial Challenges (ORCO)3(not available in 23-24)
Advanced mathematical programming methods (ORCO)3(not available in 23-24)
Advanced Heuristic and Approximation Algorithms (ORCO)3(not available in 23-24)
Advanced Parallel Systems (MOSIG)6Tuesday 14:00-17:00
SAT and SMT Solving (MOSIG)3Monday 9:45-11:15
Efficient Methods in Optimization (MSIAM)6Tuesday 17:00-18:30 and Wednesday 17:00-18:30
Mathematical Foundations of Machine Learning (MSIAM)6Tuesday 14:00-15:30 and Wednesday 15:30-17:00
Fundamentals of Data Processing (MOSIG)6Wednesday 9:45-12:45
Scientific Methodology, Regulatory and ethical data usage (MOSIG)6Thursday 14:00-17:00
Learning, Probabilities and Causality (MSIAM)6Friday 14:00-17:00 (except first course)
Large scale Data Management and Distributed Systems (MOSIG)6Friday 14:00-17:00
Statistical learning: from parametric to nonparametric models6Wednesday 11:15-12:45 and 14:00-15:30
Cryptographic engineering, protocols and security models, data privacy, coding and applications6(not available in 22-23 for ORCO students)
From Basic Machine Learning models to Advanced Kernel Learning6(not available in 23-24 for ORCO students)
Knowledge representation and reasoning6(not available in 23-24 for ORCO students)
Logic and Reasonning (Mosig)6(not available in 23-24 for ORCO students)
Multi-Agent Systems (MOSIG)3(not available in 23-24 for ORCO students)

Classes will start on Monday 25 september 2023.

Last modified on September 18, 2023, at 09:00 AM