A two-day live course introduces fully connected neural networks, convolutional networks for computer vision, recurrent networks for text and speech, transfer learning and large language models. Participants use PyTorch to build and train models on high-end GPUs through an HPC cluster, connecting from their own computers to the Austrian Scientific Computing JupyterHub. Temporary cluster accounts support the exercises, and a short pre-assignment prepares participants before the course. The English-language course is intended for software developers, data scientists and researchers moving from
In Deep Learning and Machine Learning