Pro tip: You can sort the courses by engineering domains
Be aware of the following statements when selecting a study profile:
• "Machine Learning I" (201600070) cannot be taken concurrently with "Machine Learning in Engineering" (201900097).
• "Machine Learning I" (201600070) is the prerequisite for "Machine Learning II" (201600071)
| Quarter | Course Code | Course Name | Course type |
|---|---|---|---|
| - | Capita Selecta RAM | Elective | |
| - | Capita Selecta Robotics | Elective | |
| 1A,1B,2A | Data Science - Additional Topics | Elective | |
| 1A | Engineering Acoustics | Elective | |
| 1A | Measurement Systems for Mechatronics | Elective | |
| 1A | Non-Linear Dynamics | Profile (Research MPAI, ASAI) | |
| 1A | Transducer Science | Elective | |
| 1A | Modelling of Technical Design Processes | Profile (Design, I&E) | |
| 1A | Machine Learning I | Profile (Research MPAI, ASAI, HRISAI) | |
| 1A | Natural Language Processing | Elective | |
| 1A | Foundations of Information Retrieval | Profile (Research ASAI) | |
| 1A | Concepts, Measures, and Methods | Profile (Research HRISAI) | |
| 1A | Fundamentals of Numerical Methods | Profile (Resarch MPAI) | |
| 1A | 202000032 | Industrial Robotic Systems | Profile (Research MPAI) |
| 1A | Structural Dynamics | Elective | |
| 1A | I&E Basics: Innovation Management for EIT | Profile (I&E) | |
| 1A | System Engineering | Compulsory (MPAI, ASAI, HRISAI) | |
| 1A | Modelling, Dynamics, and Kinematics | Compulsory (MPAI) | |
| 1A | Image Processing and Computer Vision | Compulsory (ASAI) | |
| 1A | Human-Robot Collaboration | Compulsory (HRISAI) | |
| 1B, 2A | Data Science | Profile (Research ASAI) | |
| 1B | Optimal Control | Profile (Research MPAI, ASAI) | |
| 1B | Robotics for Medical Applications | Profile (Research MPAI) | |
| 1B | Multi-sensory Design | Profile (Research HRISAI) | |
| 1B | Biostatistics | Profile (Research MPAI, ASAI, HRISAI) | |
| 1B | Empirical Methods for Designers | Profile (Research HRISAI) | |
| 1B | Electric Vehicle System Design | Elective | |
| 1B | Machine Learning II | Profile (Research MPAI, ASAI, HRISAI) | |
| 1B | Speech Processing | Elective | |
| 1B | Advanced Project in Natural Language Processing | Profile (Research HRISAI) | |
| 1B | Deep Learning: From Theory to Practice | Profile (Research MPAI, ASAI, HRISAI) | |
| 1B | Human Centred Design | Profile (Design) | |
| 1B | Basics of Impact, Innovation, and Entrepreneurship | Profile (I&E) | |
| 1B | Flexible Multibody Dynamics | Profile (Research MPAI) | |
| 1B | Advanced Topics in Finite Element Methods | Profile (Research MPAI) | |
| 1B | Automated Production Systems | Profile (Research MPAI) | |
| 1B | Control System Design for Robotics | Compulsory (MPAI) | |
| 1B | Robot Perception, Cognition, and Navigation | Compulsory (ASAI, HRISAI) | |
| 1B | Robotics Innovation Tournament | Profile (I&E) | |
| 1B | Generative Artificial Intelligence Models and Robotic Applications | Profile (Research ASAI) | |
| 2A | Human Movement Control | Profile (Research HRISAI) | |
| 2A | Robust Control | Profile (Research MPAI, ASAI) | |
| 2A | Conversational Agents | Elective | |
| 2A | Trends in Human Robot Interaction Research | Profile (Research HRISAI) | |
| 2A | Biomechanics of Human Movement | Elective | |
| 2A | Mastering Tinkering | Elective | |
| 2A | Nonlinear Control | Profile (Research MPAI, ASAI) | |
| 2A | Machine Learning in Engineering | Profile (Research MPAI, ASAI) | |
| 2A | Frontiers in Design and Manufacturing | Profile (Design) | |
| 2A | Aircraft & Wind Turbine Aerodynamics | Profile (Research ASAI) | |
| 2A | Learning and Adaptive Control | Profile (Research MPAI,ASAI) | |
| 2A | Active Sound and Vibration Control | Profile (Research MPAI) | |
| 2A | Deep Learning for 3D Medical Image Analysis | Profile (Research ASAI) | |
| 2A | Uncertainty Qualification and Data-driven Modelling | Profile (Research ASAI) | |
| 2A | Pervasive Computing | Profile (Research ASAI) | |
| 2A | Optimal Estimation in Dynamic Systems | Compulsory (ASAI) | |
| 2A | Design Principles for Robotic and Mechatronic Mechanisms | Compulsory (MPAI) | |
| 2A | Software Development for Robotics | Compulsory (MPAI) | |
| 2A | Advanced Software Development for Robotics | Compulsory (ASAI, HRISAI) | |
| 2A | Tele-presence Robotics | Compulsory (HRISAI) | |
| 2A | Laser Scanning and Point Cloud Processing | Profile (Resarch MPAI, ASAI) | |
| 2A | Law and Governance of Robotics & AI | Elective | |
| 2A | AI- and Image-guided Robotics: from Theory to Medical Applications | Elective | |
| 2B | Modelling and Simulation | Profile (Research MPAI, ASAI) | |
| 2B | Time Series Analysis | Profile (Research MPAI, ASAI, HRISAI) | |
| 2B | Embedded Systems Laboratory | Profile (Research ASAI) | |
| 2B | Virtual Reality | Elective | |
| 2B | Smart Environments Integration Project | Profile (Design) | |
| 2B | Advanced Computer Vision and Pattern Recognition | Profile (Research ASAI) | |
| 2B | Biomechatronics | Profile (Research MPAI) | |
| 2B | Advanced Project in Brain Computer Interfacing | Profile (Research HRISAI) | |
| 2B | Advanced Research Projects in Human Robot Interaction | Profile (Research HRISAI) | |
| 2B | Identification of Human Physiological Systems | Elective | |
| 2B | Aerial Robotics | Elective | |
| 2B | Engineering Project Management | Profile (Design, I&E) | |
| 2B | Social Robot Design | Profile (Research HRISAI, Design) | |
| 2B | Uncertainty Quantification and Model Reduction | Profile (Research MPAI, ASAI) | |
| 2B | Design of Flexible and Soft Robotic Systems | Profile (Design) | |
| 2B | Soft Robotics | Elective | |
| 2B | Reinforcement Learning in Engineering | Profile (Research MPAI, ASAI) | |
| 2B | Human-Robot Communication | Compulsory (HRISAI) | |
| 2B | System Identification with Parameter Estimation and Machine Learning | Compulsory (MPAI) | |
| 2B | AI for Autonomous Robots: Deep Learning & Reinforcement Learning | Compulsory (ASAI) |