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
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Classification of higher-order 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 talks about backward induction, which is the process of determining a sequence of optimal choices by reasoning from the endpoint of a problem or situation back to its beginning using individual events or actions.

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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/
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Description: Finite difference approximations are useful tools, e.g. to check analytical derivatives, but lead to numerical analysis to understand truncation and roundoff errors

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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 decay rates and lifetime.

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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 session, Ian Ball discusses Bayesian games, which are types of games in game theory where players have incomplete information about other players, such as their preferences, payoffs, or available strategies.

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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

Parity violation and the Wu experiment

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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 the interactive proof system model. Defined the class IP. Started showing that #SAT is in IP to prove that coNP is a subset of IP.

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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 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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