Algorithmic Aspects of Machine Learning

Subjects: Machine Learning · Mathematics

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

Instructor: Prof. Ankur Moitra
Term: Spring 2015
Level: Graduate
What's inside: 2 problem sets · 1 lecture note · 1 reading · 11 other files · 6 web pages
Materials open: MIT OCW

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About this course

Source: MIT OpenCourseWare 18.409 Algorithmic Aspects of Machine Learning, Spring 2015, Prof. Ankur Moitra — 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.

Before you start

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

How this course was organized

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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.

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

Lecture Notes

11 files

Assignments

MIT OpenCourseWare, Prof. Ankur Moitra, 18.409 Algorithmic Aspects of Machine Learning, Spring 2015.

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

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