Lecture: Mathematics of Big Data and Machine Learning




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MIT RES.LL-005 D4M: Signal Processing on Databases, Fall 2012
View the complete course: https://ocw.mit.edu/RESLL-005F12
Instructor: Jeremy Kepner

Jeremy Kepner talked about his newly released book, “Mathematics of Big Data,” which serves as the motivational material for the D4M course.

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

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Comment List

  • MIT OpenCourseWare
    January 5, 2021

    Yeah rip Socrates for doing philosophy

  • MIT OpenCourseWare
    January 5, 2021

    Great video this was awesome! Thanks for the free learning!

  • MIT OpenCourseWare
    January 5, 2021

    Thank you for bringing order to the chaos of this world and making it freely available for us to attempt to engage with.

  • MIT OpenCourseWare
    January 5, 2021

    He claims that no ideal circle exists in nature. He in fact claims that we all know that.
    Can he prove that claim?

    I doubt it.

  • MIT OpenCourseWare
    January 5, 2021

    Urdu main lectures nhi hn

  • MIT OpenCourseWare
    January 5, 2021

    Sponsors control the project/research. What motivates the paring of sponsor and employee? How many times have we heard, "If you can understand this __________, you'll be way ahead of most people in ____________." What is not said is most critical to understand: I am neither scientist, engineer, nor any other corporate title.

    Bruce Dickinson – Re-Entry
    https://www.youtube.com/watch?v=rYUrYDbNjYQ

    Milton Friedman and Greed – Interview by Phil Donahue, 1979
    https://www.youtube.com/watch?v=C3mXlD4uVeA

    I aim to misbehave – Speech by Malcolm Reynolds
    https://www.youtube.com/watch?v=1VR3Av9qfZc

    Careful as we will, careful as we go.

  • MIT OpenCourseWare
    January 5, 2021

    Thanks

  • MIT OpenCourseWare
    January 5, 2021

    is it easy to understand ??? Did you get a full picture of machine learning in the end???

  • MIT OpenCourseWare
    January 5, 2021

    Skip to 19:10

  • MIT OpenCourseWare
    January 5, 2021

    absolutely boring.. for people never heard of math before.. is there a kindergarten at mit ?! πŸ™‚

  • MIT OpenCourseWare
    January 5, 2021

    Degree data solution three three three 3 = 3 * 3

  • MIT OpenCourseWare
    January 5, 2021

    i can describe the whole semester of ml in one week and this lesson in one minute.They look like they watch the apocalypse. Student years what a waste of time, the simplest thing goes for days and hours

  • MIT OpenCourseWare
    January 5, 2021

    Yeay

  • MIT OpenCourseWare
    January 5, 2021

    2:33 Perfect circles definitely would exist in nature. E.g. Please take a look at a hot cup of coffee after adding some butter to it. The butter drops form circles that 'look' perfect. So ideally, with pure ingredients we have a shot at having those perfect circles at the periphery of oil drops .

  • MIT OpenCourseWare
    January 5, 2021

    I was thinking.. about how i can use MIT Machine learning, Agrothymic thinking.. to create riots, humans riots, some vandolism stuff in washington d.c. .. Good idea right cool stuff.. – its makes hard for FBI or a NGO, to report as anything other than a good thing.. am i right ? yes. TGB the way i mean it

    If your new to this, or the type that creates I.G. reports type stuff.. Or do analysis..

    Restart this video from the beginning … Whatch it as if it was fox news.. Its got all the timing, the speech stutters, the "i dont knows", the "uhs-uhs" stutters the "ums" (kind of like the "ought" word stuff) the different speeds of speaking.. intentisty.. its timed or tuned… Its got the different screen lay outs, from right to left, a split screen of informations.. instead of having 3 speakers or guest (people) in the boxes. anchormen. its has charts, and visual aids… There one destinct tiime where they indicate the appearance of the thermostat the electronic thermstat ( a.c, tempature), in the screen… (encompass)

    So what this video is… Compared to fox news.. networking:
    So instead of introducing you 3 speakers or "Outnumbered"… its intergrates information of the machine learning type… instead of being a reader or listener, to people "automated or talking " it has data, thought, algrothymic type stuff as its "guest speakers".. Encompasses…

    if you want to go on a wild ride.(learn some super skills, get some abilities) mentally as far machine learning goes. Learn machine learning… then hang out next to a "spectrometer" for awhile… or maybe a couple of radiation devices.
    GeneratorsTGB are kind of a big deal too TGB the way i mean it.

  • MIT OpenCourseWare
    January 5, 2021

    I find the title to be misleading. This course is 80%, if not more, about working with d4m, the library for Matlab developed by the professor, doing different analytics with it on some sample data.

  • MIT OpenCourseWare
    January 5, 2021

    η¬¬δΈ€ζŽ’ηš„ε°ε§ε§ζ˜―ζˆ‘ηš„

  • MIT OpenCourseWare
    January 5, 2021

    Thank you for sharing this!

  • MIT OpenCourseWare
    January 5, 2021

    what he shows at 9:35 is not an equation….it is an equality!!!!!
    I was not able to bear this boring lecture….!

  • MIT OpenCourseWare
    January 5, 2021

    I wish I could work with this dope man

  • MIT OpenCourseWare
    January 5, 2021

    12:03 lmao

  • MIT OpenCourseWare
    January 5, 2021

    I wonder if he knows who Marvin Minsky is…..would not call him a young guy in that he was born in 1929 and died in 2016….

  • MIT OpenCourseWare
    January 5, 2021

    make 2 neural networks. one with only 2 layers but millions of neurons, one with only 2 neurons and millions of layers. whichever one makes more accurate predictions would likely signal which area is more important to neural computation

  • MIT OpenCourseWare
    January 5, 2021

    Well, there are many asking where is the full course? Here is the playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP62DPmPLrVyYfk3-Try_ftJJ
    Enjoy πŸ™‚

  • MIT OpenCourseWare
    January 5, 2021

    I am from India love you 😘

  • MIT OpenCourseWare
    January 5, 2021

    Thank you so much. If you're involved in making this content available to us. Thank you.

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