Event box

HPC Spring School - High Performance Deep learning In-Person

What will you learn?

During our hands-on sessions you will have the opportunity to work on our high-performance systems with different types of data, and learn how to tune your model to obtain optimal results in the most efficient way. The workshop will cover basic deep learning knowledge as well as training neural networks on high-performance computing clusters.

Objectives:

  • Understand machine learning theories and algorithm intuitions
  • Optimize neural networks through hyperparameter tuning
  • setting ups software environment with modules
  • overcoming I/O limitations
  • Profiling and efficient usage of CPU/GPU capabilities

For Whom?

Everyone interested in getting familiar with machine learning at scale, from the beginning up to more advanced topics

Prerequisites

  • Basic knowledge on statistics
  • Basic knowledge on linear algebra
  • Basic knowledge on Python programming. Some experience with the use of Jupyter Notebooks is desirable, but not essential.

Basic knowledge on parallel computing is helpful, but not required.

Date:
Thursday, May 22, 2025
Time:
9:00 - 17:00
Time Zone:
Central European Time (change)
Location:
Bucheliuszaal 6.18
Campus:
University Library Utrecht Science Park
Audience:
  Researchers  
Categories:
  Workshop/Training  

Registration is required. There are no seats available but a waiting list is available.

Browse/Search for more events

Event Organizer

Profile photo of Jelle Treep
Jelle Treep