CSE 234: Data Systems for Machine Learning
Instructor: Hao Zhang, UC San Diego, Winter 2025
Announcements
Week 2 Announcements
- 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)
- Required: 1.1 - MLSys : Intro, 1.2 - DNN
- Optional: 1.3 - Petuum, 1.4 - Systems Challenges for AI
- Jan 9
-
- 2 Basics: Modern DL, computational graph, frameworks
- Slides • Recording • Scribe Note
Week 2
- Jan 14
- Readings (Due 1/21)
- Jan 16
Week 3
- Jan 21
- Readings (Due 1/28)
- Required: 3.1 - GPU Performance, 3.2 - MI300X vs H100
- Optional: 3.3 - Moore’s Law, 3.4 - The Future of Moore’s Law