Deep Learning with Tensorflow, Keras and Python: Hands-on workshops for students - selected students only
- Georg Zitzlsberger ( IT4Innovations)
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.