= 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 ||
||<(^|2> '''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