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BEGIN:VEVENT
DTSTART:20250522T070000Z
DTEND:20250522T150000Z
DTSTAMP:20250522T000000Z
SUMMARY:HPC Spring School - High Performance Deep learning
DESCRIPTION:\nWhat will you learn?\n\nDuring 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.\n\n\n\nObjectives:\n\n\n	Understand machine learning theories and 
 algorithm intuitions\n	Optimize neural networks through hyperparameter 
 tuning\n	setting ups software environment with modules\n	overcoming I/O 
 limitations\n	Profiling and efficient usage of CPU/GPU 
 capabilities\n\n\n\n\nFor Whom?\n\nEveryone interested in getting familiar 
 with machine learning at scale\, from the beginning up to more advanced 
 topics\n\n\n\nPrerequisites\n\n\n	Basic knowledge on statistics\n	Basic 
 knowledge on linear algebra\n	Basic knowledge on Python programming. Some 
 experience with the use of Jupyter Notebooks is desirable\, but not 
 essential.\n\n\nBasic knowledge on parallel computing is helpful\, but not 
 required.\n
LOCATION:Bucheliuszaal 6.18\, University Library Utrecht Science Park
ORGANIZER;CN="Jelle Treep":MAILTO:h.j.treep@uu.nl
CATEGORIES:Workshop
CONTACT;CN="Jelle Treep":MAILTO:h.j.treep@uu.nl
STATUS:CONFIRMED
UID:LibCal-4346947
URL:https://bookings.uu.nl/event/4346947
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