Linear Regression | Basis Functions

Ғылым және технология

This video will give you an introduction to the basics of Basis Functions in linear regression, a highly relevant topic for Artificial Intelligence and machine learning!
It was created in the context of my Neuro-informatics course at university.
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00:12 - Introduction to linear regression
02:38 - Models in linear regression
04:45 - Basis functions
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Пікірлер: 18

  • @christophkrass6929
    @christophkrass6929 Жыл бұрын

    Junge, was fuer ein starkes Video du da produziert hast! Besser koennte eine Arklaerung kaum sein, und dazu noch diese 1a Animationen :D

  • @sidjindal
    @sidjindal2 жыл бұрын

    i love you. I've been pondering about how a "linear" model can overfit for so many days and now it's all beautiful again.

  • @VictoriaOtunsha
    @VictoriaOtunsha Жыл бұрын

    I come back to this video all the time, what a great explanation. Thanks for the breakdown

  • @stavrosloudis6526
    @stavrosloudis6526Ай бұрын

    Very clearly explained. Great video!!

  • @matheusmaldaner
    @matheusmaldaner11 ай бұрын

    the best video i've seen on this topic, thank you!

  • @nevillelam7999
    @nevillelam7999 Жыл бұрын

    it's a concise and informative video! Recommend to watch

  • @albertoprb1
    @albertoprb12 ай бұрын

    This is so well explained! Well done!

  • @CollegeCompanion
    @CollegeCompanion2 жыл бұрын

    Great one!

  • @abdullahfarooq426
    @abdullahfarooq4267 ай бұрын

    whatayyy explanation 🔥

  • @20000726
    @2000072611 ай бұрын

    Awesome!!

  • @polarbear986
    @polarbear9862 жыл бұрын

    very good visualization!! helps me a lot

  • @perstarke1295

    @perstarke1295

    2 жыл бұрын

    Nice to hear!

  • @flueepwrien6587
    @flueepwrien6587 Жыл бұрын

    facken underrated

  • @TheRaspberryPiGuy
    @TheRaspberryPiGuy2 жыл бұрын

    Great video and explanation, good to supplement understanding from the MLPR course at University of Edinburgh

  • @perstarke1295

    @perstarke1295

    2 жыл бұрын

    Extremely nice to hear, thanks🙌

  • @sagaradoshi
    @sagaradoshi Жыл бұрын

    Thanks for wonderful video. I have one question regarding gaussian basis function. So if an input data point has 3 input features then do we have basis function for each feature (i.e., three gaussian function one for each feature)? and if yes, what will be by mean and standard deviation of each gaussian?

  • @arc42video
    @arc42video3 жыл бұрын

    nice intro!

  • @perstarke1295

    @perstarke1295

    3 жыл бұрын

    Cheers :))

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