23-26 March 2020
Porto, Portugal
Europe/Lisbon timezone

Session

Deep Learning with Tensorflow, Keras and Python

25 Mar 2020, 13:30
Ariane 1 (Sheraton Hotel)

Ariane 1

Sheraton Hotel

Rua Tenente Valadim, 146, Lordelo do Ouro e Massarelos, 4100-476 Porto, Portugal

Conveners

Deep Learning with Tensorflow, Keras and Python: Hands-on workshops for students - selected students only

  • Georg Zitzlsberger ( IT4Innovations)

Description

Learn how to use Tensorflow and Keras to build own Deep Neural Networks (DNNs) and train them in the HPC realm. We will explain how DNNs work in a nutshell and provide hands-on examples you can use as starting point after the course for your own projects.

Furthermore, we will discuss the differences to train on different HPC architectures (CPU and GPU). We will also give you an overview on the metrics used to evaluate the performance of DNNs and share best known methods with you on how to prepare training data sets for best performance.

Presentation Materials

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