MIT OpenCourseWare: Free Courses from the institute

MIT OpenCourseWare: Free Courses from the institute

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MIT OpenCourseWare: Free Courses from the institute episodes

  • 6B. RNA 2: Clustering by Gene or Condition and Other Regulon Data Sources Nucleic Acid ...

    MIT HST.508 Genomics and Computational Biology, Fall 2002
    Instructor: George Church
    View the complete course: https://ocw.mit.edu/courses/hst-508-genomics-and-computational-biology-fall-2002/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61gaHWysmlYNeGsuUI8y5GV

    Uploaded 22-08-22

    So how do we get from the first top motif score to the second one? I'll show you two different algorithms and the 100-fold improvement in speed and accuracy that comes from the change.

    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‚ 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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    52 min
  • Lecture 2: Doubly Efficient Interactive Proofs, Part 2

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Yael T. Kalai

    Uploaded 29-01-25

    View the complete course: https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61EZllk7zwgvPbI4kbnKhWz

    This lecture continues the topics, including definition and examples of doubly efficient IP for counting triangles in a graph, low-degree extension, and doubly efficient IP for all bounded depth computations (the GKR protocol).

    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: Yael T. Kalai



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    49 min
  • 9B. Networks 1: Systems Biology, Metabolic Kinetic and Flux Balance Optimization Methods

    MIT HST.508 Genomics and Computational Biology, Fall 2002
    Instructor: George Church
    View the complete course: https://ocw.mit.edu/courses/hst-508-genomics-and-computational-biology-fall-2002/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61gaHWysmlYNeGsuUI8y5GV

    Uploaded 22-08-22

    We'll talk about flux balance optimization, which I think is a really exciting and clever way of leveraging the little bits of information that you have about very complicated regulatory networks, biochemical networks.

    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‚ 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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    54 min
  • Lecture 5: The Kilian-Micali Protocol, Part 2

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Yael T. Kalai

    Uploaded 29-01-25

    View the complete course: https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61EZllk7zwgvPbI4kbnKhWz

    This lecture continues the discussion on how to use collision resistant hash (CRH) functions with local openings and PCP to construct interactive arguments.

    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: Yael T. Kalai



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    1 hr 4 min
  • 11A. Networks 3: The Future of Computational Biology: Cellular, Developmental, Social, E...

    MIT HST.508 Genomics and Computational Biology, Fall 2002
    Instructor: George Church
    View the complete course: https://ocw.mit.edu/courses/hst-508-genomics-and-computational-biology-fall-2002/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61gaHWysmlYNeGsuUI8y5GV

    Uploaded 22-08-22

    We'll talk about multicellular models that involve sensory integration and integration of higher levels, and then all the way up to multi-organ systems, where we'll take an example from the atomic scale, all the way up to organ system failure.

    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‚ 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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    1 hr 9 min
  • Lecture 9: BARGs Implies SNARGs and Connection to Non-Signaling PCPs, Part 1

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Yael T. Kalai

    Uploaded 29-01-25

    View the complete course: https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61EZllk7zwgvPbI4kbnKhWz

    This lecture covers the topics, including BARGs implies SNARGs and connection to non-signaling PCPs.

    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: Yael T. Kalai



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    1 hr 35 min
  • 10A. Networks 2: Molecular Computing, Self-assembly, Genetic Algorithms, Neural Networks

    MIT HST.508 Genomics and Computational Biology, Fall 2002
    Instructor: George Church
    View the complete course: https://ocw.mit.edu/courses/hst-508-genomics-and-computational-biology-fall-2002/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61gaHWysmlYNeGsuUI8y5GV

    Uploaded 22-08-22

    Today we will ask not what computers can do for biology, but what biology can do for computers. And of course we'll go back and forth and try to look at what this interesting dynamic between the experimental and the computational side.

    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‚ 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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    1 hr 1 min
  • Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 2

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023

    Uploaded 29-01-25

    Instructor: Yael T. Kalai

    View the complete course: https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61EZllk7zwgvPbI4kbnKhWz

    This lecture covers the topics, including definition of interactive proofs (IP), the sum-check Protocol, and the application of interactive proof for #SAT.

    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: Yael T. Kalai



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    1 hr 13 min
  • Lecture 1: Interactive Proofs and the Sum-Check Protocol, Part 1

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Yael T. Kalai

    Uploaded 29-01-25

    View the complete course: https://ocw.mit.edu/courses/6-5630-advanced-topics-in-cryptography-fall-2023/
    YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP61EZllk7zwgvPbI4kbnKhWz

    This lecture covers the topics, including definition of interactive proofs (IP), the sum-check Protocol, and the application of interactive proof for #SAT.

    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: Yael T. Kalai



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    1 hr 38 min

About MIT OpenCourseWare: Free Courses from the institute

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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…