MIT OpenCourseWare: Free Courses from the institute

MIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020
Instructor: Markus Klute
View the complete course: https://ocw.mit.edu/8-701F20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0au

Discussion of nuclear binding energies.

License: Creative Commons BY-NC-SA
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MIT 14.12 Economic Applications of Game Theory, Fall 2025
Instructor: Ian Ball
View the complete course: https://ocw.mit.edu/courses/14-12-economic-applications-of-game-theory-fall-2025/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpv

In this lecture, Ian Ball discusses multi-stage games and introduces the tool called the one-shot deviation principle.

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MIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023
Instructors: Alan Edelman, Steven G. Johnson

Uploaded 23-10-23

View the complete course: https://ocw.mit.edu/courses/18-s096-matrix-calculus-for-machine-learning-and-beyond-january-iap-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62EaLLH92E_VCN4izBKK6OE

Description: First derivatives are linear operators, so second derivatives are bilinear forms, sometimes called “Hessians” (especially for scalar-valued functions of column vectors, where the Hessian is simply a symmetric matrix).

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MIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020
Instructor: Markus Klute
View the complete course: https://ocw.mit.edu/8-701F20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0au

Discussion of the nuclear force.

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MIT Economist Jon Gruber explains why economists love auctions, why the free market doesn't quite work without intervention, and how a kidney auction once reached $5.7 million on eBay.

Jon Gruber on the Chalk Radio® podcast: https://www.youtube.com/watch?v=dLg9MK1hv2Y

Jon's Intro to Microeconomics course: https://www.youtube.com/watch?v=8ssjKR7nNck&list=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb

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MIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020
Instructor: Markus Klute
View the complete course: https://ocw.mit.edu/8-701F20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0au

Overview of topics and the calendar for the Fall 2020 semester of 8.701 Nuclear and Particle Physics.

License: Creative Commons BY-NC-SA
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MIT 18.404J Theory of Computation, Fall 2020
Instructor: Michael Sipser
View the complete course: https://ocw.mit.edu/18-404JF20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWY

Uploaded 06-10-21

Reviewed log space: NL is a subset of SPACE(log^2n) and NL is a subset of P. Introduced log-space transducers and log-space reducibility. Defined NL-completeness. Proved that PATH is NL-complete. Also proved the Immerman-Szelepcsényi theorem: NL = coNL.

License: Creative Commons BY-NC-SA
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Celebrate 25 years of MIT OpenCourseWare (OCW)—a bold experiment that became a global movement. This symposium brings together learners, educators, supporters, open knowledge leaders, and the MIT community to honor OCW’s extraordinary impact and to chart the future of open education.

Welcome remarks from Dimitris Bertsimas and Curt Newton and MIT President Sally Kornbluth reflects on OCW’s impact and the Institute’s leadership in open knowledge.

You and your support can shape the next 25 years of MIT OpenCourseWare. Help us reach 500 million more learners with free, open, and personalized MIT resources through our MIT Crowdfunding campaign: https://crowdfund.mit.edu/story/OpenCourseWare-S26

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MIT 6.S897 Machine Learning for Healthcare, Spring 2019
Instructor: David Sontag
View the complete course: https://ocw.mit.edu/6-S897S19
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j

This lecture is primarily a discussion on things that can go wrong when deploying a machine learning model, even one that may have trained and tested well prior to deployment.

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Premiere of a new short documentary celebrating OCW’s origins, influence, and global reach, followed by a panel with key MIT contributors who have helped shape OCW’s worldwide influence.

Panelists: Dr. Ana Bell, Dr. Christopher Capozzola, Dr. Jonathan Gruber, Curt Newton

You and your support can shape the next 25 years of MIT OpenCourseWare. Help us reach 500 million more learners with free, open, and personalized MIT resources through our MIT Crowdfunding campaign: https://crowdfund.mit.edu/story/OpenCourseWare-S26

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