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ML-theory-class

Theoretical Machine Learning (APPM 4490/5490) class, Spring 2022, at CU Boulder

This github repo currently has a mix of new (Spring 2022) and old material (from when I previously taught it Spring 2020 under the special topics number APPM 7400).

Syllabus

The old syllabus for Spring 2020 is APPM7400_Spr20_TheoreticalML_syllabus.pdf. This is not for Spring 2022.

A day-by-day lecture schedule from Spring 2020

Previous versions of the course

  • This is taught Spring 2022 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)

Student projects

image for spring 2020

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