All Courses
The Intelligent Systems (IntSys) specialization at TUK's Department of Computer Science comprises a diverse set of courses, from algorithms and theoretical foundations of machine learning to applications and societal aspects of artificial intelligence. Depending on what expertise you want to achieve, you can combine different lectures in this specialization. We define some "flavors" that can help you assemble a set of courses in your study plan and gain expertise in a specific area. Note that these flavors are just suggestions. Feel free to assemble your individual study program according to your preference
Fundamentals
Collaborative Intelligence
4 CP, Summer
3D Computer Vision
4 CP, Summer
Machine Learning I
8 CP, Summer
Probabilistic graphical models
4 CP, Summer
Quantum Computing and its Applications in AI
5 CP, Summer
Optimization for Machine Learning
8 CP, WinterModels of Complex Systems
Continuous models of complex systems
4 CP, Winter
Embedded Intelligence
4 CP, Summer
Agent Based Simulations of Complex Systems
4 CP, Summer
Scientific Machine Learning
4 CP, SummerData Analysis and Mining
Social Web Mining
4 CP, Summer
2D Image Processing
4 CP, Summer/Winter
Advanced Topics in Computer Vision and DL
4 CP, Winter
Machine Learning II
8 CP, Winter
Applications of Machine Learning and Data Science
4 CP, Winter
Very Deep Learning
4 CP, Winter
Agricultural Data
4 CP, Summer
ML/AI in Julia
4 CP, Summer
Neurocognitive Computing
4 CP, Winter
Neural Networks for NLP
4 CP, Winter
