Theoretical Machine Learning (APPM 4490/5490) class, Spring 2026, at CU Boulder
This github repo has a mix of new (Spring 2026) and old material (from when I previously taught it Spring 2020 under the special topics number APPM 7400, and from Spring 2022 and 2024)
The old syllabus for Spring 2020 is APPM7400_Spr20_TheoreticalML_syllabus.pdf. This is not for the current semesters.
What we cover:
- A day-by-day lecture schedule from Spring 2026
- A day-by-day lecture schedule from Spring 2024
- A day-by-day lecture schedule from Spring 2022
- A day-by-day lecture schedule from Spring 2020, not for spring 2022.
- This is taught Spring 2022, 2024 and 2026 as APPM 4490/5490 (instructor: Stephen Becker, Applied Math dept)
- In Spring 2021, this course is CSCI 7000, APPM 5590, APPM 4490 taught by Bo Waggoner, CS dept
- This was taught as a special topics course in Spring 2020 (instructor: Stephen Becker, Applied Math dept)
Spring 2024:
Spring 2022:
Spring 2020:
