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The aim of statistical machine learning is to develop systems (statistical models and algorithms) for learning to solve prediction tasks given a set of examples and some prior knowledge about the task. Students will gain the ability to construct learning systems for typical applications by successfully combining appropriate models and learning methods.
* 13.12.2022 The last lecture on January 10 will be a Q&A lecture. Post your questions to the corresponding thread in the discussion forum.
Lectures
Labs and Seminars
Lecture recordings from WS 21/22