Data science (Cancelled)

Contribution List

1. Introduction to Machine Learning / TensorFlow (TBC)

14/03/2023, 09:00

In most (scientific) machine learning applications, (deep) neural networks are employed due to their flexible and expressive nature. Among others, TensorFlow is a standard framework and software library to simplify, speed-up  and improve the usage of neural networks. In this training session you will learn the basics of Neural Networks and how to train them using...

2. HPC program portability

Olivier Mattelaer (UCLouvain/CISM)

14/03/2023, 10:15

Singularity is a container solution for HPC. Containers help with reproducibility as they nicely package software and data dependencies, along with libraries that are needed. It allows users to install and run software that required root access to be installed on clusters where they only have regular user...

3. Introduction to BigData tools

Michael Waumans (ULB)

14/03/2023, 14:00

High-performance compute and BigData are two disciplines that used to be higly compartmented, but are not anymore. More and more HPC users get interested in BigData software, and more and more BigData users get interested in HPC hardware. This session will broadly present the tools and concepts associated with...

4. HPC program portability

Olivier Mattelaer (UCLouvain/CISM)

Singularity is a container solution for HPC. Containers help with reproducibility as they nicely package software and data dependencies, along with libraries that are needed. It allows users to install and run software that required root access to be installed on clusters where they only have regular user...