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DSC 291: Machine Learning Systems

Instructor: Hao Zhang, UC San Diego, Spring 2024

Announcements

Week 2 Announcements

Apr 9 · 0 min read
  • We’ll be having our first in-class quiz this Thursday.
  • Make sure to download the iClicker App for attendance.
  • Please see the following slide for instructions.

Week 1 Announcements

Apr 1 · 0 min read
  • Welcome to the Spring 2024 offering of DSC 291: Machine Learning Systems!
  • We’re excited to work with you throughout the quarter!
  • Check out the tentative schedule.
  • This is a new course offered for the first time at UCSD, hence we might adjust the schedule and content depending on your learning progress.
  • The first lecture starts on April 2nd, 5 pm at MANDE B-150.

Week 1

Apr 2
1 Introduction
SlidesRecording
Reading: N/A
Survey Beginning of Quarter Survey
Apr 4
2 Basics: Deep learning, computational graph, autodiff, ML frameworks - 1
SlidesRecording
Reading: N/A

Week 2

Week 3

Week 4

Week 5

Week 6

Week 7

Week 8

May 21
1 Parallelization - 4
SlidesRecording
Reading:
May 23
2 LLM - 1
SlidesRecording
Reading:

Week 9

May 28
1 LLM - 2
SlidesRecording
Reading:
May 30
2
SlidesRecording
Reading: