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.
In this course you will start from the essential concepts up to the efficient use of HPC infrastructures to get the best performance out of different machine learning tools. Several hands-on sessions are set up to present general algorithms and some scalability challenges involved in when using both large-scale data and large-scale models.
If the course gets fully booked, no more registrations are accepted through this website. However, you can be included in the waiting list: for that, please send an email to email@example.com and you'll be informed when a place becomes available.