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

This video describes how to unlock your first module in music21: pitch. All functions of the pitch.Pitch object will be unlocked except those with “transpose” in their name.

License: Creative Commons BY-NC-SA
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MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Amit Gandhi
View the complete course: https://ocw.mit.edu/RES-EC-001S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63IFQn8FklBOUhYVcmaxpOX

Uploaded 01-10-20

This video presents a case study in which a government/NGO may want to incorporate machine learning and discusses pros and cons of implementing ML-based solutions. It will highlight important interactions between the ML-implementer and an organization.

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

The class goes over questions on the problem set, aspects of the final project, and introduces Feature Extraction with applications to artificial intelligence and machine learning.

License: Creative Commons BY-NC-SA
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MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Amit Gandhi
View the complete course: https://ocw.mit.edu/RES-EC-001S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63IFQn8FklBOUhYVcmaxpOX

Uploaded 01-10-20

This video presents a case study on pulmonary health diagnostics and explores the influence of representative data on accuracy.

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 video presents a closer look at music representation with examples of various scores.

License: Creative Commons BY-NC-SA
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More courses at https://ocw.mit.edu
Support OCW at http://ow.ly/a1If50zVRl

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.
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In his latest video message to OCW learners, MIT Dean for Digital Learning Krishna Rajagopal shares the latest updates as we prepare to mark 20 years of OpenCourseWare in 2021, reflects on what OCW and open educational resources mean to today’s world, and previews our work on the NextGen OCW platform.

Uploaded 20-10-20

What does 20 years of OpenCourseWare mean to you? Share your perspective: https://docs.google.com/forms/d/e/1FAIpQLScHHljpwu-kX6Nbis1VA9NvfWrjEedHTwhMaGPzRHDZQ-yxCw/viewform
Read OCW Director Curt Newton’s thoughts on the role of open knowledge: https://www.ocw-openmatters.org/2020/10/08/open-knowledge-provides-clarity-of-purpose-for-education-in-crisis/

Relevant OCW courses and resources for further learning:
COVID-19, SARS-CoV-2 and the Pandemic: https://ocw.mit.edu/courses/biology/7-00-covid-19-sars-cov-2-and-the-pandemic-fall-2020
Introduction to Computational Thinking with Julia, with Applications to Modeling the COVID-19 Pandemic: https://ocw.mit.edu/courses/mathematics/18-s190-introduction-to-computational-thinking-with-julia-with-applications-to-modeling-the-covid-19-pandemic-spring-2020/
Resources for self-education on race relations in America: https://www.ocw-openmatters.org/2020/06/10/resources-for-self-education-on-race-relations-in-america/
Topics in race: https://ocw.mit.edu/search/ocwsearch.htm?q=race
Instructor Insights: Facilitating Talk about Race and Ethnicity: https://ocw.mit.edu/courses/political-science/17-269-race-ethnicity-and-american-politics-spring-2017/instructor-insights/facilitating-talk-about-race-and-ethnicity/ (from course 17.269: Race, Ethnicity, and American Politics)
MIT Climate Portal: https://climate.mit.edu/users/mit-ocw
MIT Climate Primer: https://climateprimer.mit.edu
Energy courses: https://ocw.mit.edu/courses/energy-courses/
Environment courses: https://ocw.mit.edu/courses/environment-courses/
Explore additional courses from OCW: https://ocw.mit.edu/



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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

A slightly deeper dive into musical representation in general, but Classical Western Music Notation (CWMN) in particular, with a look at the two major ways of representing polyphonic music: Partwise or Timewise.

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/a1If50zVRl

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 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 gives an overview of clinical care from the past to the present. The main topics covered are the goals of medicine, the tasks of medicing, public health, and paying for health care.

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



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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 presents his paper with Sophia Sun which analyzes emotion painting in text and music within a corpus.

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/a1If50zVRl

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 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

This lecture and the next covers the role of Natural Language Processing in machine learning in healthcare. In this lecture, Prof. Szolovits covers methods which are not based on neural networks representations.

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



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