MIT OpenCourseWare: Free Courses from the institute
MIT OpenCourseWare
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MIT OpenCourseWare is a free and open online publication of educational materials from thousands of MIT courses, covering introductory through advanced graduate subjects. Each course on the OCW website includes a syllabus, instructional materials such as notes and reading lists, and learning activities like assignments and solutions. Some courses also offer videos, online textbooks, and faculty insights on teaching. There is no signup or enrollment, and no start or end dates, so learning is self-paced. The podcast shares insights, inspiration, videos, and educational resources from MIT OpenCourseWare for students, teachers, and curious learners.
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Lecture 25: Common Knowledge 06.10.2026 1t 4minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn 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.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 2 Part 1: Derivatives in Higher Dimensions: Jacobians and Matrix Functions 06.10.2026 1t 20minMIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023Instructors: Alan Edelman, Steven G. JohnsonUploaded 23-10-23View 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_VCN4izBKK6OEDescription: Derivatives as linear operators give a fresh perspective on multivariable calculus, gradients, and Jacobian matrices; but we can now generalize to matrix functions.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices -
L1.2 Fermions, Bosons, and Fields: Feynman Diagram 06.10.2026 8minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auFirst introduction to Feynman diagrams.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 9: Negotiation 06.10.2026 1t 20minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn this lecture, Ian Ball explores negotiation, an application of backward induction. He uses two examples: pre-trial hearing settlements, and price haggling. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
L4.5 QED: Feynman Rules for QED 06.10.2026 8minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auWalkthrough of Feynman Rules for QED.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
17. Space Complexity, PSPACE, Savitch's Theorem 06.10.2026 1t 26minMIT 18.404J Theory of Computation, Fall 2020Instructor: Michael SipserView the complete course: https://ocw.mit.edu/18-404JF20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWYUploaded 06-10-21Quickly 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).License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 24: Cheap Talk 06.10.2026 1t 15minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn 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. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
L8.5 Neutrino Physics: Results of Neutrino Oscillation Experiments 06.10.2026 8minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auSummary of neutrino oscillation results. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 10: Subgame-Perfect Nash Equilibrium 06.10.2026 1t 27minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn this lecture, Ian Ball explains subgame-perfect Nash equilibriums, which is a strategy profile where every player's strategy is optimal not just for the game as a whole, but at every possible decision point (subgame) within the game. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 4 Part 2: Nonlinear Root Finding, Optimization, and Adjoint Gradient Methods 06.10.2026 51minMIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023Instructors: Alan Edelman, Steven G. JohnsonUploaded 23-10-23View 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_VCN4izBKK6OEDescription: Nonlinear root finding by Newton’s method and optimization by gradient descent. “Adjoint” methods (reverse-mode/backpropagation) lets us find gradients efficiently for large-scale engineering optimization.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices -
L6.2 Weak Interactions: Electroweak Unification 06.10.2026 13minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auIn this lecture we unify the weak and electromagnetic interaction.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 6: Imperfect Competition 06.10.2026 1t 27minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvThis lecture explores how companies compete and decide what prices to charge. Using real-world examples like oil production and cell phone companies, the instructor explains why some markets have one dominant player (like a local monopoly) while others have many competitors. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
L0.5 Introduction: Early History and People in Nuclear and Particle Physics 06.10.2026 20minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auDiscussion of the early history and people in nuclear and particle physics from the 1820s to 1939.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
19. Games, Generalized Geography 06.10.2026 1t 26minMIT 18.404J Theory of Computation, Fall 2020Instructor: Michael SipserView the complete course: https://ocw.mit.edu/18-404JF20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWYUploaded 06-10-21Quickly reviewed last lecture. Discussed a connection between games and quantifiers. Described the formula game and showed that generalized geography is PSPACE-complete. Introduced log space: L and NL. Defined the configuration graph to prove NL is a subset of P.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 13: Infinitely Repeated Games 06.10.2026 1t 29minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn this lecture, Ian Ball discusses infinitely repeated games, which are scenarios where players engage in the same stage game indefinitely, allowing for cooperation that wouldn't exist in one-shot games. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
L9.2 Nuclear Physics: Binding Energies 06.10.2026 13minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auDiscussion of nuclear binding energies.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 11: One-Shot Deviation Principle and Bargaining 06.10.2026 1t 25minMIT 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=PLUl4u3cNGP63quuKvMHCt3cmTmt0O2qpvIn this lecture, Ian Ball discusses multi-stage games and introduces the tool called the one-shot deviation principle. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
Lecture 7 Part 2: Second Derivatives, Bilinear Forms, and Hessian Matrices 06.10.2026 52minMIT 18.S096 Matrix Calculus For Machine Learning And Beyond, IAP 2023Instructors: Alan Edelman, Steven G. JohnsonUploaded 23-10-23View 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_VCN4izBKK6OEDescription: 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).License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices -
L9.4 Nuclear Physics: Nuclear Force 06.10.2026 13minMIT 8.701 Introduction to Nuclear and Particle Physics, Fall 2020Instructor: Markus Klute View the complete course: https://ocw.mit.edu/8-701F20YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60Do91PdN978llIsvjKW0auDiscussion of the nuclear force.License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQWe 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 https://ocw.mit.edu/comments. Learn more about your ad choices. Visit megaphone.fm/adchoices -
The Ethics of a Free Market 06.10.2026 9minMIT 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=dLg9MK1hv2YJon's Intro to Microeconomics course: https://www.youtube.com/watch?v=8ssjKR7nNck&list=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb Learn more about your ad choices. Visit megaphone.fm/adchoices
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