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HAII
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Lehre
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Sommersemester 2026
Human-Centered Machine Learning
ML models, with explicit consideration of human needs, capabilities, limitations, and values. The course covers fundamental and advanced concepts of machine learning, with an emphasis on neural networks [...] and responsible design and use of machine learning systems. The accompanying exercises deepen the course content through practical implementations in Python and Jupyter Notebooks . Students will train, [...] evaluate, and compare their own models using concrete examples and develop their own project over the course of the semester. Interim results are presented, reflected upon, and iteratively improved. Consequently …