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#matrixcalculus#machinelearning#calculus

Lecture 1 Part 1: Introduction and Motivation

MIT OpenCourseWare

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  • Presented by Alan Edelman and Steven G. Johnson, instructors

Intermediate. Assumes working knowledge.

178K views3 years ago

AI and machine learningComputer scienceMath for machine learningMath for programmers

Alan Edelman and Steven G. Johnson explain what matrix calculus is and why it is needed for machine learning.

MIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023 Instructors: Alan Edelman, Steven G. Johnson View the complete course: ocw.mit.edu/courses/18-s096-matrix-calculus-for-machine-lear… YouTube Playlist: youtube.com/playlist?list=PLUl4u3cNGP62EaLLH92E_VCN4izBKK6OE Description: What is matrix calculus, and why do we need to go beyond single- and multi-variable calculus? License: Creative Commons BY-NC-SA More information at ocw.mit.edu/terms More courses at ocw.mit.edu Support OCW at ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on OCW’s YouTube and other social media channels. Personal attacks, hate speech, trolling, and inappropriate comments are not allowed and may be removed. More details at ocw.mit.edu/comments.

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