Advanced Machine Learning

This course will be a combination of live tutorial sessions via Zoom and recorded videos for the lecture. Here is the Zoom information:

Time: Every week on Wed., 02:00 PM to 03:30 PM

First Session: 22.04.2020

Join Zoom Meeting: https://kit-lecture.zoom.us/j/94876294900

Meeting ID: 948 7629 4900

Please download and import the following iCalendar (.ics) files to your calendar system. Weekly:
https://kit-lecture.zoom.us/meeting/tJAlcO-qpz8jGtRWwcYwS9X8MQUaItsuYN1Y/ics?icsToken=98tyKuCspjwsGN2RuRmHRowIGo_CM-rxmClEjbdvqwjmOjdgOzuuG9N3M5trA83p

Zoom Information for Tutorial:

Time: Bi-weekly on Wed., 03:45 PM to 05:15 PM

First Session: 06.05.2020

Join Zoom Meeting: https://kit-lecture.zoom.us/j/97824065640

Meeting ID: 978 2406 5640

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.

Englisch

All rights reserved

Dr. Abdolreza Nazemi

nazemi@kit.edu

Unbegrenzt – wenn online geschaltet

Sie können diesem Kurs direkt beitreten.

Bis: 15. Apr 2021, 14:50

22. Apr 2020 - 22. Aug 2020

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1561025