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MIT OpenCourseWare: Free Courses from the institute

Autor: MIT OpenCourseWare

A free and open online publication of educational material from thousands of MIT courses, covering the entire MIT curriculum, ranging from introductory to the most advanced graduate courses. On the OCW website, each course includes a syllabus, instructional material like notes and reading lists, and learning activities like assignments and solutions. Some courses also have videos, online textbooks, and faculty insights on teaching.Knowledge is your reward. There's no signup or enrollment, and no start or end dates. OCW is self-paced learning at its best. Whether you’re a student, a teacher, or simply a curious person that wants to le...

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  1. Fairness Criteria, Exploring Fairness in Machine Learning – MIT OpenCourseWare: Free Courses from the institute
  2. 22. Regulation of Machine Learning / Artificial Intelligence in the US – MIT OpenCourseWare: Free Courses from the institute
  3. Video 6a: Music Representation (III): Unlocking Pitch in music21 – MIT OpenCourseWare: Free Courses from the institute
  4. Video 22c: Algorithmic Improvisation: Intro to George Lewis – MIT OpenCourseWare: Free Courses from the institute
  5. Lecture 19: Counterculture and Physics – MIT OpenCourseWare: Free Courses from the institute
  6. 6. Physiological Time-Series – MIT OpenCourseWare: Free Courses from the institute
  7. Solar Lighting Example, Exploring Fairness in Machine Learning – MIT OpenCourseWare: Free Courses from the institute
  8. Video 9c: Interview with Michael Good on MusicXML – MIT OpenCourseWare: Free Courses from the institute
  9. Class 27 Video: Feature Extraction and Machine Learning – MIT OpenCourseWare: Free Courses from the institute
  10. Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning – MIT OpenCourseWare: Free Courses from the institute
  11. 5. Risk Stratification, Part 2 – MIT OpenCourseWare: Free Courses from the institute
  12. Lecture 24: Elementary Processes in QED (I) – MIT OpenCourseWare: Free Courses from the institute
  13. Video 10a: Review: Equivalence Classes and OPTIC – MIT OpenCourseWare: Free Courses from the institute
  14. Video 4b: Music Representation in General – MIT OpenCourseWare: Free Courses from the institute
  15. 18. Disease Progression Modeling and Subtyping, Part 1 – MIT OpenCourseWare: Free Courses from the institute
  16. Fall 2020 Update from Dean Krishna Rajagopal to the OCW community – MIT OpenCourseWare: Free Courses from the institute
  17. Video 4a: How to Read an Academic Article – MIT OpenCourseWare: Free Courses from the institute
  18. Video 7d: Partwise vs. Timewise Polyphonic Representations – MIT OpenCourseWare: Free Courses from the institute
  19. Lecture 3: Worldviews, Wranglers, and the Making of Theoretical Physicists – MIT OpenCourseWare: Free Courses from the institute
  20. 17. Reinforcement Learning, Part 2 – MIT OpenCourseWare: Free Courses from the institute
  21. 2. Overview of Clinical Care – MIT OpenCourseWare: Free Courses from the institute
  22. Video 1a: music21 Coding Tutorial for OCW Learners – MIT OpenCourseWare: Free Courses from the institute
  23. Video 12a: Painting Emotions in Music and Text – MIT OpenCourseWare: Free Courses from the institute
  24. 15. Causal Inference, Part 2 – MIT OpenCourseWare: Free Courses from the institute
  25. 7. Natural Language Processing (NLP), Part 1 – MIT OpenCourseWare: Free Courses from the institute
  26. Lecture 12: More on Perturbation Theory and Feynman Diagrams – MIT OpenCourseWare: Free Courses from the institute
  27. Class 30 Video: Mathematical and Statistical Musicology – MIT OpenCourseWare: Free Courses from the institute
  28. Video 32a: Tipping the Iceberg – MIT OpenCourseWare: Free Courses from the institute
  29. 3. Deep Dive Into Clinical Data – MIT OpenCourseWare: Free Courses from the institute
  30. 10. Application of Machine Learning to Cardiac Imaging – MIT OpenCourseWare: Free Courses from the institute