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Browse materialsMIT 18.657 · Fall 2015

Mathematics of Machine Learning

Subjects: Artificial Intelligence · Machine Learning · Mathematics · Statistics

Art: Anonymous painter,15th century, Westerner and Arab practicing geometry 15th century manuscript, 15th… · Public domain

Instructor
Prof. Philippe Rigollet
Term
Fall 2015
Level
Graduate
What's inside
3 solutions · 2 lecture notes · 1 reading · 26 other files · 3 web pages
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About this course

Source: MIT OpenCourseWare 18.657 Mathematics of Machine Learning, Fall 2015, Prof. Philippe Rigollet — original course page on ocw.mit.edu ↗. License: CC BY-NC-SA 4.0. Study order: none is claimed; materials are grouped by MIT's own sections. Taken from MIT's published course files, downloaded from ocw.mit.edu on September 23, 2026. How RedLectern is built.

Materials are grouped the way MIT organized them. A verified, course-wide order has not been established here.

Has MIT solutions 3 files in this course are named by MIT as solutions.

Before you start

Prerequisites are not listed here. Check MIT's own syllabus for this course.

How this course was organized

What's here, and what isn't

  • MIT lists a session calendar for this course, but it could not be verified well enough to build a sequence from it — materials are grouped by section instead.

Not included here

20 items from the source could not be safely included:

  • MIT's page format for this item wasn't recognized clearly enough to place it safely. (19 items)
  • Referenced in a table, but without MIT's own verified order, so it isn't used to claim a sequence.

Materials by section

Grouped by section, as MIT organized them. Not sequenced or ordered.

Lecture Notes

24 files

Assignments

MIT OpenCourseWare, Prof. Philippe Rigollet, 18.657 Mathematics of Machine Learning, Fall 2015.

License: CC BY-NC-SA 4.0 · Edition: Fall 2015 · Open the original course on OCW ↗

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