MIT OpenCourseWare: Free Courses from the institute

MIT 21M.383 Computational Music Theory and Analysis Spring 2023
Instructor: Michael Scott Asato Cuthbert
View the complete course: https://ocw.mit.edu/courses/21m-383-computational-music-theory-and-analysis-spring-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62vSB2sI0W8lQFKsmS2-A6R

Uploaded 15-10-25

Discussion of the readings by Selfridge-Field and Cook, and live coding session unlocking additional modules in music21 .

License: Creative Commons BY-NC-SA
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MIT 6.S897 Machine Learning for Healthcare, Spring 2019
Instructor: Peter Szolovits
View the complete course: https://ocw.mit.edu/6-S897S19
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j

Uploaded 22-10-20

Prof. Szolovits discusses interpretability because modern machine learning models are very difficult to understand. He discusses different methods that have been used to attempt to overcome inscrutable models.

License: Creative Commons BY-NC-SA
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MIT 21M.383 Computational Music Theory and Analysis Spring 2023
Instructor: Michael Scott Asato Cuthbert
View the complete course: https://ocw.mit.edu/courses/21m-383-computational-music-theory-and-analysis-spring-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62vSB2sI0W8lQFKsmS2-A6R

Uploaded 15-10-25

Covers questions on problem set 3, Sound to Score, MusicXML, MNX, encoding formats, listening to themes, and what equivalence is.

License: Creative Commons BY-NC-SA
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MIT 6.S897 Machine Learning for Healthcare, Spring 2019
Instructor: Peter Szolovits
View the complete course: https://ocw.mit.edu/6-S897S19
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j

Uploaded 22-10-20

In this lecture, Prof. Szolovits talks about algorithmic fairness and fairness in the way we build machine learning models. He raises the question 'What do we mean by fairness in society?' and discusses how that affects prediction models.

License: Creative Commons BY-NC-SA
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MIT 21M.383 Computational Music Theory and Analysis Spring 2023
Instructor: Michael Scott Asato Cuthbert
View the complete course: https://ocw.mit.edu/courses/21m-383-computational-music-theory-and-analysis-spring-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62vSB2sI0W8lQFKsmS2-A6R

Uploaded 15-10-25

Quiz review, why research articles are important, equivalence classes, and coding and analysis in music21.

License: Creative Commons BY-NC-SA
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More courses at https://ocw.mit.edu
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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

Uploaded 22-10-20

Prof. Sontag gives an overview of the problem of healthcare in the US. He gives an overview of the history of artificial intelligence in healthcare, reasons why to apply machine learning to healthcare today, and some examples of applied machine learning.

License: Creative Commons BY-NC-SA
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MIT 21M.383 Computational Music Theory and Analysis Spring 2023
Instructor: Michael Scott Asato Cuthbert
View the complete course: https://ocw.mit.edu/courses/21m-383-computational-music-theory-and-analysis-spring-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62vSB2sI0W8lQFKsmS2-A6R

Uploaded 15-10-25

Prof. Cuthbert explains how to tackle the coding homework in the course.

License: Creative Commons BY-NC-SA
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MIT 15.S08 FinTech: Shaping the Financial World, Spring 2020
Instructor: Prof. Gary Gensler
View the complete course: https://ocw.mit.edu/15-S08S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61Q_RVDn6srWbLV_zFnd9n0

Uploaded 27-10-20

In this video, Prof. Gary Gensler discusses the challenges and opportunities in the current payment architecture and what lessons can be drawn from Big Tech payment innovations, such as Apply Pay and Google Wallet.

License: Creative Commons BY-NC-SA
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MIT 21M.383 Computational Music Theory and Analysis Spring 2023
Instructor: Michael Scott Asato Cuthbert
View the complete course: https://ocw.mit.edu/courses/21m-383-computational-music-theory-and-analysis-spring-2023/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62vSB2sI0W8lQFKsmS2-A6R

Uploaded 15-10-25

This interactive session explores representation related to music that can be implemented and explored in music21 for analysis.

License: Creative Commons BY-NC-SA
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More courses at https://ocw.mit.edu
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We 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.



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MIT 15.S08 FinTech: Shaping the Financial World, Spring 2020
Instructor: Gary Gensler
View the complete course: https://ocw.mit.edu/15-S08S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61Q_RVDn6srWbLV_zFnd9n0

Uploaded 27-10-20

This video provides an introduction to the course, which explores how technology is disrupting the finance industry. Topics include, AI, deep learning, blockchain, and open API's, among others.

License: Creative Commons BY-NC-SA
More information at https://ocw.mit.edu/terms
More courses at https://ocw.mit.edu
Support OCW at http://ow.ly/a1If50zVRlQ

We 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.



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