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BEGIN:VEVENT
SUMMARY:Advanced Machine Learning
DTSTART;VALUE=DATE:20240311
DTEND;VALUE=DATE:20240316
DTSTAMP:20260416T124214Z
UID:5ec070313ac747c798a7189682a51788@www.hpc.uni-bonn.de
CATEGORIES:Course
CREATED:20240110T141421Z
DESCRIPTION:We are excited to offer our first-course covering advanced mac
 hine learning.\n\nThis course covers advanced machine-learning topics. It 
 continues where the Foundations of Machine Learning Course stopped. We wil
 l cover second-order optimization\, derivative evaluation\, generative lea
 rning\, reinforcement learning and more.\nPrerequisites:\n- You have taken
  the Foundations of Machine Learning Course or acquired comparable knowled
 ge via self-study.\n- You are familiar with Slurm and a proficient Python 
 programmer.\n\nCourse Contents:\n\n    Day 1: Advanced Optimization\n     
       - Understanding autograd\, computing derivatives\n           - Secon
 d order optimization\n    Day 2: Introduction to reinforcement learning\n 
    Day 3: Bayesian Learning\n    Day 4: Very Deep neural networks\n       
   - residual connections\n    Day 5: Vision Transformers\n\nWe are looking
  forward to seeing you during the course.\nYour Lecturers\,\nElena and Mor
 itz
LAST-MODIFIED:20250906T011555Z
URL:https://www.hpc.uni-bonn.de/en/events/advanced-machine-learning
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