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CSE 234: Data Systems for Machine Learning

Instructor: Hao Zhang, UC San Diego, Winter 2025

Announcements

Week 2 Announcements

Jan 12 · 0 min read
  • Please finish the start-of-quarter survey by 1/19
  • Remember to sign up your scribe duty on this sheet
  • We plan to release PA1 by end of this week (1/19)
  • Please check the up-to-date information about instructors and TAs’ offce hours on this calendar

Week 1

Jan 7
1 Introduction
Slides
Survey Beginning of Quarter Survey (Due: End of Week 2 - 1/19)
Readings (Due 1/14)
Jan 9
2 Basics: Modern DL, computational graph, frameworks
SlidesRecordingScribe Note

Week 2

Jan 14
3 Basics: autodiff, ML system architecture overview
SlidesRecording • Scribe Note
Readings (Due 1/21)
Jan 16
4 Tensor format, matmul deep dive, accelerators
SlidesRecording • Scribe Note

Week 3

Jan 21
5 GPUs and CUDA
SlidesRecording • Scribe Note
Readings (Due 1/28)