← Curricula

DS&AI — 2025-2026

Scheme

Year 1

Q1
Q2
Q3
Q4
2AMS11 Survival Analysis for Data Scientists C
2AMM20 Research Topics in Data Mining B1,B2
2AMI10, 2AMS50 Core elective [1]
0LM190 Philosophy and ethics of AI B1 + B3
2AMU10 Foundations of Artificial Intelligence A2
2AMD15 Big Data Management D2
2AMV10 Core elective [1] C2
2IMA00, 2IMF00, 2IMN00, 2IMP00, 2IMS00 Seminar [2]

[1] Core elective — choose 1 of 3: 2AMI10 Foundations of Process Mining, 2AMS50 Optimization for Data Science, 2AMV10 Visual Analytics.

[2] Seminar — choose 1 of 5: 2IMA00 Seminar Algorithms, 2IMF00 Seminar Formal System Analysis, 2IMN00 Seminar Interconnected Resource-aware Intelligent Systems (IRIS), 2IMP00 Seminar Software Engineering and Technology, 2IMS00 Seminar Information Security Technology.

Year 2

Q1
Q2
Q3
Q4
2AMC05 Preparation Graduation Project
2AMS00, 2IMI00, 2IMV00 Seminar [1]
2IMD00, 2IMM00, 2IMU00 Seminar [1] D2
2AMC00 Master Project

[1] Seminar — choose 1 of 6: 2AMS00 Seminar SPOR, 2IMI00 Seminar Process Analytics, 2IMV00 Seminar Visualization, 2IMD00 Seminar Datamanagement, 2IMM00 Seminar Data Mining, 2IMU00 Seminar Uncertainty in AI.

Recommended electives

Q1
Q2
Q3
Q4
2IMC10 Internship
2AMS30 Network Statistics for Data Science A
2AMM40 Advanced Topics in Artificial Intelligence B2
2IMS25 Principles of Data Protection C2
2AMU30 Uncertainty Representations and Reasoning E2
2IMD10 Engineering Data-Intensive Systems B2
2AMI20 Advanced Process Mining D1
2IMP40 Empirical Methods in Software Engineering E1
2DD23 Time Series & Forecasting A
2AMM15 Machine Learning Engineering B
2MMS80 Statistical Learning Theory C
2IMA20 Algorithms for Geovisualization E1
2AMS40 Optimal Decision Making & Reinforcement Learning E2
2AMI30 Process Intelligence in Action A
2AMD20 Knowledge Engineering B1
2IMA30 Topological Data Analysis B2
2AMM10 Deep Learning C1
2AMU20 Generative AI Models C2
2AMC15 Reinforcement Learning in Practice D
DS&AI in Context Statistics Data Engineering & Management Artificial Intelligence & Machine Learning Data Mining & Machine Learning Process Mining & Visual Analytics Algorithmic Data Analysis
Visualize (colors):
Visualize (tags):
Also applies to the exports below.
Export as .xlsx Export as .png Export as .png (with electives) Export electives as .png