Here we upload the slide handouts for the HPI Deep Learning Lecture held at the HPI in the summer semester of 2020. The course will take place in the summer semester of 2021 and will be extended (HPI course webpage).
The Lecture videos can be found on this Youtube playlist.
The lecture largely follows the book Dive into Deep Learning (Zhang et al., 2020).
This course has been funded by the German Federal Ministry of Education and Research (BMBF) in the project KI-LAB-ITSE (project number 01|S19066).