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

  • 9A. 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

    These last three lectures we take networks on. We're going to talk about macroscopic continuous concentration gradients, and then contrast that with mesoscopic or discrete molecular numbers.

    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 2 min
  • Lecture 5: The Kilian-Micali 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 discusses 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 52 min
  • 1A. Intro 1: Computational Side of Computational Biology. Statistics; Perl, Mathematica

    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

    First half of the session is the overview for the whole course. Second half of the session is on living systems and computational systems-- similarities, differences, how we can use one to tell us something about the other.

    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 10 min
  • Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 1

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Zhengzhong Jin

    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 batch NP (BARGs) from learning with errors (LWE), including the local somewhere statistically binding (SSB) with local opening and probabilistically checkable proof (PCP) with fast online verification.

    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: Zhengzhong Jin



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    1 hr 29 min
  • 2A. Intro 2: Biological Side of Computational Biology. Comparative Genomics, Models and A...

    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

    How purification has played a central role in the reductionist approach to biology and biochemistry, and how that purification is also the antidote to the reductionism. Systems biology is the second topic.

    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 6 min
  • Lecture 2: Doubly Efficient Interactive Proofs, 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 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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    2 hr 1 min
  • 8A. Protein 2: Mass Spectrometry, Post-synthetic Modifications, Quantitation of Protein...

    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

    Welcome to the second proteins. We'll spend time on protein quantitation, which will be the main topic today. And we'll talk about how one can integrate protein quantitation with RNA quantitation and with metabolism.

    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 5 min
  • Lecture 8: Succinct Non-Interactive Arguments for Batch NP (BARGs) from LWE, Part 2

    MIT 6.5630 Advanced Topics in Cryptography, Fall 2023
    Instructor: Zhengzhong Jin

    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 batch NP (BARGs) from learning with errors (LWE), including the local somewhere statistically binding (SSB) with local opening and probabilistically checkable proof (PCP) with fast online verification.

    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: Zhengzhong Jin



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    1 hr 21 min
  • 7B. Protein 1: 3D Structural Genomics, Homology, Catalytic and Regulatory Dynamics, Fun...

    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 go from a very accurate sequence to a probably less than accurate speculative league and specificity, to actually how we actually do get a 3D structure league and specificity, and some of the methods that are shared by the computational tools.

    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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    49 min
  • Lecture 6: Fiat-Shamir Paradigm and Zero-Knowledge 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 of proving the Merkel has is collision resistant, eliminating interaction via the fiat-Shamir paradigm, and proving the soundness of the Kilian-Micali protocol in ROM.

    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 16 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…