Understanding Deep Learning

8.30505

Dozenten

Beschreibung

The seminar is based on the book "Understanding Deep Learning" by Simon J.D. Prince. https://udlbook.github.io/udlbook/
The book contains a rich collection of topics that are important for understanding deep learning.
Compared to standard reading such as "Deep Learning" by Ian Goodfellow, Yoshua Bengio and Aaron Courville, it also includes newer topics and perspectives to enhance understanding.

The students form groups and each group dives deep into a selected topic of the book.
The theoretical knowledge of the topic is delivered to the other groups by a presentation.
The practival knowledge is delivered by a programmed demo, which shows the concepts of the topic in action.
Each group will give feedback about the demo in the online forum.

Studienbereiche

• Cognitive Science > Bachelor-Programm
• Cognitive Science > Master-Programm