MIT OpenCourseWare: Free Courses from the institute

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: A “functional” F[u] takes a function u(x) and returns a number (e.g. by integrating), and since functions are perfectly good normed vector spaces we can define derivatives F′ with respect to functions u! This is called “calculus of variations.”

License: Creative Commons BY-NC-SA
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MIT RES.21G-506 Kanji Learning Any Time, Any Place: Kanji Video Lectures for Japanese VI, Spring 2021
Instructor: Takako Aikawa
View the complete course: https://ocw.mit.edu/RES-21G-506S21
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61fAaIcu3q0XpVFzLIum9n5

Uploaded 17-08-21

This dual language video covers the Japanese kanji characters in Lesson 10 of the textbook, 'Tobira Gateway to Advanced Japanese Learning Through Content and Multimedia.'

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MIT 14.129 Blockchain and the Design of Financial Systems, Spring 2025
Instructor: Tomaž Fleischman

Uploaded 27-07-26

View the complete course: https://ocw.mit.edu/courses/14-129-blockchain-and-the-design-of-financial-systems-spring-2025
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60gb6cVqrZQXQ217r0PwZJg

This lecture explains how analysis of financial networks can reveal loops of trade credit, which can be eliminated to clear outstanding debts of multiple parties at once.

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MIT RES.21G-506 Kanji Learning Any Time, Any Place: Kanji Video Lectures for Japanese VI, Spring 2021
Instructor: Takako Aikawa
View the complete course: https://ocw.mit.edu/RES-21G-506S21
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61fAaIcu3q0XpVFzLIum9n5

Uploaded 17-08-21

This dual language video covers the Japanese kanji characters in Lesson 7 of the textbook, 'Tobira Gateway to Advanced Japanese Learning Through Content and Multimedia.'

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MIT 6.172 Performance Engineering of Software Systems, Fall 2018
Instructor: Charles Leiserson
View the complete course: https://ocw.mit.edu/6-172F18
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63VIBQVWguXxZZi0566y7Wf

Uploaded 06-10-21

Professor Leiserson introduces 6.172 Performance Engineering of Software Systems. The class examines an example of code optimization using matrix multiplication and discusses the differences between programming languages Python, Java, and C.

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MIT 14.129 Blockchain and the Design of Financial Systems, Spring 2025
Instructor: Samuel Bruce

Uploaded 27-07-26

View the complete course: https://ocw.mit.edu/courses/14-129-blockchain-and-the-design-of-financial-systems-spring-2025
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60gb6cVqrZQXQ217r0PwZJg

This lecture covers algorithmic game theory using correlated equilibria and computationally feasible algorithms,

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MIT RES.21G-506 Kanji Learning Any Time, Any Place: Kanji Video Lectures for Japanese VI, Spring 2021
Instructor: Takako Aikawa
View the complete course: https://ocw.mit.edu/RES-21G-506S21
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61fAaIcu3q0XpVFzLIum9n5

Uploaded 17-08-21

This dual language video covers the Japanese kanji characters in Lesson 9 of the textbook, 'Tobira Gateway to Advanced Japanese Learning Through Content and Multimedia.'

License: Creative Commons BY-NC-SA
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More courses at https://ocw.mit.edu
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MIT 14.129 Blockchain and the Design of Financial Systems, Spring 2025
Instructor: Robert M. Townsend
View the complete course: https://ocw.mit.edu/courses/14-129-blockchain-and-the-design-of-financial-systems-spring-2025
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60gb6cVqrZQXQ217r0PwZJg

Uploaded 27-07-26

In this lecture, Prof. Townsend gives a quick summary of the topics to be covered in the course.

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MIT 9.20 Animal Behavior Fall 2013
Instructor: Gerald E. Schneider

Uploaded 19-10-23

View the complete course: https://ocw.mit.edu/courses/9-20-animal-behavior-fall-2013/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63TbPEWYEKOq8yAN8mEP_5O

This lecture discusses the relationships between sociobiology and culture.

License: Creative Commons BY-NC-SA
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MIT 6.006 Introduction to Algorithms, Spring 2020
Instructor: Jason Ku
View the complete course: https://ocw.mit.edu/6-006S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY

Uploaded 13-09-21

This lecture reviews the main concepts and learning goals for the course. Students should be able to solve hard computational problems, argue an algorithm is correct, argue an algorithm is good, and effectively communicate the above.

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