In recent years machine learning and deep learning techniques in particular have developed tremendously. Neural networks are being used in more and more application domains going from computer vision to speech recognition, and even replacing parts of the compute pipeline for scientific HPC applications. Learn how to use HPC infrastructures efficiently to get the best performance out of different machine learning tools with several hands-on sessions. We will touch upon the scalability challenges involved in when using both large-scale data and large-scale models.
Science Park 140, 1098 XG Amsterdam
Please bring your own laptop (with an ssh client installed) for the hands-on sessions! Requirements: * basic knowledge on machine learning/statistics * Python/Jupyter Practical information: To travel with public transport in The Netherlands, it is very convenient if you have an anonymous OV-chipkaart. Please find the detailed information at Information on how to reach SURFsara can be found at