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 |
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Contact |
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ISIS |
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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