The VSC Research Center, TU Wien, and EuroCC Austria have collaborated to offer a two-day course on Deep Learning from 21 to 22 October 2024. This course is designed for participants from all domains who are interested in learning about Deep Learning (DL) but have not yet done so.
DL has become increasingly popular over the past decade due to its high computational requirements and the need for large amounts of data to train effective models. The availability of computational resources and large datasets has led to significant advancements in DL applications. This course will cover the basic principles of fully connected neural networks, convolutional neural networks (CNNs) for computer vision, recurrent neural networks (RNNs) for text or speech recognition, transfer learning to utilize pre-trained models, and will briefly touch on large language models (LLMs) which have gained significant attention in the past year.
