MIT OpenCourseWare: Free Courses from the institute

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 explains bargaining with incomplete information, which is a scenario where at least one party lacks full knowledge of the other's private information. Plea bargains are an example of this.

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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

Highlights of our current understanding of the Higgs boson.

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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 last lecture, Ian Ball introduces the concept of common knowledge, which is when all players know a piece of information, all players know that all other players know it, and this continues infinitely.

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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: Derivatives as linear operators give a fresh perspective on multivariable calculus, gradients, and Jacobian matrices; but we can now generalize to matrix functions.

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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

First introduction to Feynman diagrams.

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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 explores negotiation, an application of backward induction. He uses two examples: pre-trial hearing settlements, and price haggling.

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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

Walkthrough of Feynman Rules for QED.

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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

Quickly reviewed last lecture. Introduced space complexity. Defined SPACE(f(n)), NSPACE(f(n)) , PSPACE, and NPSPACE. Proved that TQBF is in PSPACE; LADDER for DFA is in NSPACE(n); and LADDER for DFA is in SPACE(n^2).

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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 cheap talk, which is a communication framework between players where messages do not directly affect the payoffs of the game. Providing and receiving information is free.

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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

Summary of neutrino oscillation results. 

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