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Deep Neural Networks

Deep Neural Networks is an optional course in the module "Machine Learning 2-X" 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

Lecture period	17.04.2019 - 12.06.2019
Lecture	Wednesdays from 4pm to 6pm in A 053
Language	English
Trainer	Grégoire Montavon
Contact	gregoire.montavon@tu-berlin.de
ISIS	https://isis.tu-berlin.de/course/view.php?id=16412

Frequently Asked Questions (FAQ)

When does the course start? TBA
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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