MIT OpenCourseWare: Free Courses from the institute

MIT IDS.333 Risk and Decision Analysis, Fall 2021
Instructor: Richard de Neufville
View the complete course: https://ocw.mit.edu/courses/ids-333-risk-and-decision-analysis-fall-2021/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62jwhTqp8_1kwrkDkxZhpQC

Uploaded 28-09-22

This video provides an overall perspective overview of the process of decision analysis.

This video has been dubbed using an artificial voice via https://aloud.area120.google.com to increase accessibility. You can change the audio track language in the Settings menu.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT RES.ENV-007 Geothermal Energy Networks: Transforming Our Thermal Energy System, IAP 2025

Uploaded 23-10-25

Instructors: MIT and HEET

View the complete course: https://ocw.mit.edu/courses/res-env-007-geothermal-energy-networks-transforming-our-thermal-energy-system-january-iap-2025/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP610dVbCqAtl4zWwVv_Qi3El

Connor Dacquay introduced ground-source heat pumps and explained how engineering utilizes the earth's energy resources.

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.

Speakers: Connor Dacquay



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT IDS.333 Risk and Decision Analysis, Fall 2021
Instructor: Richard de Neufville
View the complete course: https://ocw.mit.edu/courses/ids-333-risk-and-decision-analysis-fall-2021/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62jwhTqp8_1kwrkDkxZhpQC

Uploaded 28-09-22

Valuation of distributions of outcomes, involves risk-reward trade-offs between average and extreme performance. As these trade-offs are generally subjective, optimization is not meaningful.

This video has been dubbed using an artificial voice via https://aloud.area120.google.com to increase accessibility. You can change the audio track language in the Settings menu.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT RES.ENV-007 Geothermal Energy Networks: Transforming Our Thermal Energy System, IAP 2025

Uploaded 23-10-25

Instructors: MIT and HEET

View the complete course: https://ocw.mit.edu/courses/res-env-007-geothermal-energy-networks-transforming-our-thermal-energy-system-january-iap-2025/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP610dVbCqAtl4zWwVv_Qi3El

Don Lessard analyzed the challenges and elements of the solution in expanding GENs.

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.

Speakers: Don Lessard



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT IDS.333 Risk and Decision Analysis, Fall 2021
Instructor: Richard de Neufville
View the complete course: https://ocw.mit.edu/courses/ids-333-risk-and-decision-analysis-fall-2021/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62jwhTqp8_1kwrkDkxZhpQC

Uploaded 28-09-22

This second part of why forecast is always wrong extends the discussion to examples concerning demand forecasts.

This video has been dubbed using an artificial voice via https://aloud.area120.google.com to increase accessibility. You can change the audio track language in the Settings menu.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT RES.ENV-007 Geothermal Energy Networks: Transforming Our Thermal Energy System, IAP 2025

Uploaded 23-10-25

Instructors: MIT and HEET

View the complete course: https://ocw.mit.edu/courses/res-env-007-geothermal-energy-networks-transforming-our-thermal-energy-system-january-iap-2025/
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP610dVbCqAtl4zWwVv_Qi3El

Jason Jay demonstrated how to use En-Roads, an open-sourced tool, to simulate the global sources of primary energy and the greenhouse gas net emissions by gas, as a way to address the climate change we are facing.

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.

Speakers: Jason Jay



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Audace Nakeshimana
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 explores a case study on bias in natural language processing and demonstrates techniques to mitigate word embedding bias.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

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 session recaps equivalence classes, covers questions on Problem Set 4, discusses online and encoding corpora, includes a brief Q and A with Michael Good, voice-leading, and introduces Problem Set 6.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Mike Teodorescu
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 some examples of disparate treatment and disparate impact in the media. It will introduce protected attributes, cover examples of laws that govern protected attributes, and introduce the concept of fairness through unawareness.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices

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

Representations of music are all different but similar. Craig Sapp’s “Rosetta Stone” helps to move between these representations.

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.



Learn more about your ad choices. Visit megaphone.fm/adchoices

Learn more about your ad choices. Visit megaphone.fm/adchoices