2540535 – Advanced Machine Learning

Information for lecture:
Time: Friday, 14:00 to 15:30
Location: Geb. 11.40, Room -116
First Session: 24.04.2026

Information for Tutorial:
Time: Bi-weekly on Friday, 15:45 to 17:15
Location: Geb. 11.40, Room -116
First Session: 01.05.2026

Literature:

Alpaydin, E. (2014). Introduction to Machine Learning. Third Edition, MIT Press.
De Prado, M. L. (2018). Advances in Financial Machine Learning. John Wiley & Sons.
Goodfellow, I., Bengio, Y., and A. Courville (2017). Deep Learning. MIT Press.
Hastie, T., Tibshirani, R., and J. Friedman (2009). Elements of Statistical Learning. Second Edition. Springer.
James, G., Witten, D., Hastie, T., and R. Tibshirani (2013). An Introduction to Statistical Learning: with Applications in R. Springer.
HWitten, I. H., Eibe, F., Hall, M. A., Pal, C. J. (2016). Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann.

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Abdolreza Nazemi

nazemi@kit.edu

15. Apr 2026, 00:00 - 15. Okt 2026, 12:00

Sie können diesem Kurs direkt beitreten.

Bis: 30. Sep 2026, 12:00

20. Apr 2026 - 31. Jul 2026

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3853139