But How Does a Support Vector Machine Actually Work?

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  • Опубліковано 18 січ 2025

КОМЕНТАРІ • 60

  • @OscarAlsing
    @OscarAlsing  7 років тому +7

    Are you ready to become a MODERN ALPHA MAN? 👇
    🙌🏼 Subscribe to HOW TO ALPHA: ua-cam.com/channels/4sGrtzlpt2fLSsfQ9NrpbA.html

    • @jagrutimpadhiyar
      @jagrutimpadhiyar 6 років тому

      is there any of ur video which explains svm regression and other few
      common regression algorithms? If yes please share me the link.

  • @is5983
    @is5983 6 років тому +1

    Thank you so much for making these videos Oscar! I am watching this a year from when you've released it (today is 6/17/2018) because I have just been introduced to deep learning and want to dig deeper into AI. These have been very helpful, thanks a lot!

  • @abhishekshivdeo455
    @abhishekshivdeo455 4 роки тому

    Hey, great insight into SVM, thanks, man!

  • @jennybenson3838
    @jennybenson3838 5 років тому

    Fantastic explanation! Thank you for this.

  • @bonnieh1318
    @bonnieh1318 7 років тому +6

    I found this very helpful, thanks. I would love to see some videos about semi-supervised learning.

    • @OscarAlsing
      @OscarAlsing  7 років тому

      I'm glad to hear! I'll look into it! :)

  • @boycebyerly1
    @boycebyerly1 6 років тому +1

    Thanks so much for this video! You explained a pretty tricky topic in an intuitive and easily graspable fashion, without pushing out the technical details! I'm subscribing.

  • @lauritsanesen2524
    @lauritsanesen2524 6 років тому +1

    The name of the video is precise. You do make it easy and understandable. Thanks a lot mate

    • @OscarAlsing
      @OscarAlsing  6 років тому

      Thanks a bunch Laurits, glad I could help!

  • @jagrutimpadhiyar
    @jagrutimpadhiyar 6 років тому

    is there any of ur video which explains svm regression and other few common regression algorithms? If yes please share me the link.

  • @qurratulainsharif7924
    @qurratulainsharif7924 6 років тому

    i'm so grateful it was really easy to understand SVM.

  • @sabry8484
    @sabry8484 6 років тому +1

    Subscribed. Thank you, this was short, clear and instructive.

    • @OscarAlsing
      @OscarAlsing  6 років тому

      Glad that you liked it Sabrina! I don't talk much about machine learning here any longer, so write to me on Facebook if you have any questions 😊

  • @laakshaay
    @laakshaay 6 років тому +2

    Awesome Tutorial !! Can you tell the difference between SVMs and structured SVMs or suggest me where to read ?

    • @OscarAlsing
      @OscarAlsing  6 років тому

      Hey bro! Don't know too much about structured SVMs unfortunately

  • @RD-yv4cc
    @RD-yv4cc 6 років тому +1

    Great summary Oscar. Just wondering how the dot product of vectors is involved in the SVM definitions. Thanks!

    • @OscarAlsing
      @OscarAlsing  6 років тому

      If I recall things correctly, the dot product defines the width of the margin from the hyperplane w :)

  • @kurtkirstein3560
    @kurtkirstein3560 6 років тому +1

    Great explanation of SVM!

  • @vimalanten
    @vimalanten 6 років тому

    Thanks for the video!! I really understood the key concepts!!

  • @ankur8173
    @ankur8173 6 років тому

    How can i used on trained set of SVM for classification of other data set

  • @tiagotele1
    @tiagotele1 6 років тому +1

    Very technical and clear! Awesome!

  • @ginaguo6110
    @ginaguo6110 6 років тому +1

    Great video, now understand basic concept of it

  • @parthshah6463
    @parthshah6463 5 років тому

    Good explanation for beginner to ML - SVM algorithm.

  • @AshwathSalimath
    @AshwathSalimath 6 років тому +1

    Thank you so much Oscar. It was Really Great. :)

  • @a.a3265
    @a.a3265 6 років тому

    could you please upload some practical examples of use with SVM ??

  • @shanmugasundaram5746
    @shanmugasundaram5746 5 років тому

    how could plot the class variable?
    Suppose the dataset has M1,M2,M3 and class variable attributes or Features. Then how could plot in hyperplan?
    pls explain me

  • @abhisheksamanta1344
    @abhisheksamanta1344 6 років тому +1

    Hey Oscar! Can you do an intuition on backpropagation and how its actually working?

    • @OscarAlsing
      @OscarAlsing  6 років тому +1

      Hey Abhishek! Not uploading that much ML content any longer, but there are heaps of resources out there!

  • @qindalin5012
    @qindalin5012 5 років тому

    this really helps when bring the 2d to 3d ,obviously Oscar is not super good at hand drawing 3d pics ,but I really got the point

    • @OscarAlsing
      @OscarAlsing  5 років тому

      Haha yes it's quite obvious indeed. Great that you got the point! Glad that I could help

  • @kiraal3619
    @kiraal3619 5 років тому

    Thank you soo much for explaining , i have finally understood it ,great job

  • @rajmsit4229
    @rajmsit4229 6 років тому +1

    Awesome tutorial. Thanks!

  • @jaehoyoon5261
    @jaehoyoon5261 6 років тому +1

    really the most simple explanation :-) Thank you

  • @jasim9291
    @jasim9291 6 років тому

    pwoli machaan....good explanation broii

  • @mariog.9464
    @mariog.9464 6 років тому

    Thanks, Oscar, the introduction of a third dimension which squares one of the variables was quite enlightening! My question: You showed classification but how does this relate to regression? I.e. what are the two classes when regressing y on x1?

  • @marshall7253
    @marshall7253 5 років тому +1

    nice video mate

  • @hlsumit14
    @hlsumit14 6 років тому

    good crisp and clear explanation .. Hey Oscar could you please upload videos for SVM with some real-time examples specially for 3D space data-set. Thanks

  • @syfaiz
    @syfaiz 6 років тому

    Great video, Oscar!
    I'm pretty sure, you'll get more subscribers if you could deliver some nice animation / 3D visualization about these machine learning concept. Because to be able to visualize in your head is the key to understand these concepts of machine learning.
    For example, I finally understand about kernel after I watched another video on youtube. However, I would not understand the concept though, if I did not watch your video in the first place. Your video elaborates better concept than that video even though that video illustrates with a nice 3D animation.
    Anyway, nice video projects! I hope you'll make more video about these machine learning in the future. Worth than several hours spent in a AI class.
    cheers!

  • @burhanrashidhussein6037
    @burhanrashidhussein6037 6 років тому +1

    Thanks for the video , maybe you can take this further and explain to us how svm works in time series prediction

    • @OscarAlsing
      @OscarAlsing  6 років тому

      Cheers, glad I could help 🙌

  • @kiranpurohit08
    @kiranpurohit08 5 років тому

    Plz upload support vector regression too

  • @rupamjoshi7936
    @rupamjoshi7936 5 років тому

    What's with musk image thumbnail??

  • @AkshayKumar-gg8zy
    @AkshayKumar-gg8zy 5 років тому +1

    That's great

  • @nizarlamalem1015
    @nizarlamalem1015 6 років тому +1

    Nice Stuff

  • @Marinaevel
    @Marinaevel 6 років тому

    Thanks!!!!

  • @navishkotwal
    @navishkotwal 7 років тому +2

    Great video for the beginners. Hey oscar could you please upload some practical examples of use cases like predicting machine failure with SVM ??

    • @OscarAlsing
      @OscarAlsing  7 років тому

      Hi Navish. Thank you! I'll write that on my list of possible future videos.

  • @shemightberelatable2152
    @shemightberelatable2152 6 років тому

    thank youuuuuuu

  • @aravind0adari
    @aravind0adari 5 років тому

    The content is helpful but it would be even more helpful if you made it more clear. Like you were looking into something other than your iPad at 10:40. I don't think that's a good practice while explaining. No offense. Just a piece of advice. :)

    • @OscarAlsing
      @OscarAlsing  5 років тому +1

      Thanks for your input Aravind! I'm glad that you're giving me honest feedback

  • @bayes7832
    @bayes7832 6 років тому

    OMG HOW CAN A BUFF GUY LIKE THIS KNOW AI