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Deep Neural Networks

Deep Neural Networks is an optional course in the module "Machine Learning - Theory and Applications" and is worth 3 LP (3 ECTS credits).

In the general case, it is not possible to take the Deep Neural Networks course as a standalone course. There are possible exceptions to this (e.g. it complements another ML or related course you are taking in parallel). In that case, a special request needs to be made.

General Information (preliminary)

Lecture period	from 09 May 2018 to 27 Jun 2018
Lecture	Wednesdays 08:15-10:00 in room H 2032
Language	English
Trainer	Grégoire Montavon
Contact	gregoire.montavon@tu-berlin.de
ISIS	https://isis.tu-berlin.de/course/view.php?id=13335

Frequently Asked Questions (FAQ)

When does the course start? On Wednesday 9 May 2018
How to register for the course? Pre-registration is not needed.

Main Topics

DNN basics
Model complexity and model selection
Optimization of DNNs
DNNs for images
DNNs for time series
Explaining DNN decisions
DNNs beyond classification

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