Machine Learning

Course

This course will teach you the fundamentals of machine learning and how to use these techniques to build real-world AI applications.

The course consists of 3 modules:

    Module 1:
    Supervised Machine Learning: Regression and Classification
    Module 2:
    Advanced Learning Algorithms
    Module 3:
    Unsupervised Learning and Recommender Systems

Min. Attendance: No minimum attendance required

Grading: 60% Exam + 40% Laboratory Work

Teams Code: itdop0w

Laboratory

For the laboratories the topics from the course will be put into practice. Additionaly models for real world examples will be built and optimized using differnet methods

    Module 1:
    Supervised Machine Learning: Regression and Classification
    Module 2:
    Advanced Learning Algorithms
    Module 3:
    Unsupervised Learning and Recommender Systems

Min. Attendance: 7 Laboratories

Grading: 30% Module 1 + 30% Module 2 + 30%Module 3 + 10%

August 2025
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