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||'''Lecture'''|| Mondays, 08:15 - 10:00 in MA 004 || ||'''Lectures'''|| Mondays, 08:15 - 10:00 in MA 004 ||

Deep Learning 1

General Information

  • Deep Learning 1 is a 6 LP (6 ECTS) credits module.

Lectures period

17.10.2022-18.02.2023

First lecture

24.10.2022

Lectures

Mondays, 08:15 - 10:00 in MA 004

Exercises

Thursdays, 08:15 - 10:00 in H 2013

Trainers

Grégoire Montavon

Kristof Schütt

Contact

gregoire.montavon@tu-berlin.de

ISIS

https://isis.tu-berlin.de/course/view.php?id=31539

Language

English

Topics:

The scheduled topics are:

  • The multilayer perceptron
  • Error backpropagation
  • Optimizing neural networks
  • Regularizing neural networks
  • Neural networks for classification/regression/etc.
  • Convolutional neural networks
  • Recurrent neural networks
  • Autoencoders
  • Explainable AI

IDA Wiki: Main/WS22_DL1 (last edited 2022-10-15 14:59:21 by GrégoireMontavon)