Introduction to Splines

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  • Опубліковано 9 вер 2017
  • An introduction to modeling for statistical/machine learning via smoothing splines. You can find the code from this video here: bit.ly/rudeboybert_splines
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КОМЕНТАРІ • 58

  • @danielcao606
    @danielcao606 3 роки тому +1

    I wonder why you dont get more subscribers. the first few mins into the video, I am subscribing. Crystal clear! So helpful!

  • @kassandramcglonn2461
    @kassandramcglonn2461 10 місяців тому

    Perfectly explained! Needed this to clarify my dissertation approach. SUPER helpful. Much thanks!

  • @C3PO_
    @C3PO_ Рік тому +1

    Excellent demonstration! I wish you have expanded the video to include further explanation of the selection of DF and how to use cross-validation to choose the best model.

  • @lythien390
    @lythien390 2 роки тому

    Great video, Sir! Well-explained and detailed.

  • @ashiqevivek
    @ashiqevivek 5 років тому +1

    Very crisp and clear. Thanks!

    • @rudeboybert
      @rudeboybert  5 років тому

      Thanks! I tried hard to set the right balance of detail and understandability!

  • @granyoung1830
    @granyoung1830 5 років тому +2

    So clear! Have a little bit patience and you'll know how the function works!

  • @samuelidakwo6524
    @samuelidakwo6524 3 роки тому

    Great video explained the practically of splines well.

  • @missregita
    @missregita 6 років тому +5

    This is so clear and helpful. Thank you!

    • @rudeboybert
      @rudeboybert  5 років тому

      No problem Regita! Thanks for the love!

    • @rudeboybert
      @rudeboybert  5 років тому

      Hey Regita! Many thanks for the kind words!

  • @thedebapriyakar
    @thedebapriyakar 2 роки тому +1

    Amazing video. Wish you had more explanatory videos on spline interpolations!

  • @mohammadrezaardestani6665
    @mohammadrezaardestani6665 2 роки тому

    I can't believe my eyes. The amount of knowledge and felicity that you have is unblievable.

  • @AJ-et3vf
    @AJ-et3vf 2 роки тому

    Awesome video! Thank you!

  • @illarionjabine6690
    @illarionjabine6690 4 роки тому

    Great explanation. Keep it up!

  • @BlahBlahBlah13623
    @BlahBlahBlah13623 4 роки тому +1

    Excellent. Thank you

  • @peterg7643
    @peterg7643 4 роки тому +1

    Great Video, thanks!

  • @ThinkRight2024
    @ThinkRight2024 3 роки тому

    This is great teaching.

  • @bobtomarelli2828
    @bobtomarelli2828 2 роки тому

    Great video, and thanks!
    In your opinion would splines be useful to identify periods of time when two variables are cointegrated? If so, could you provide an example?
    Thanks!

  • @R4FaLeGoLaS
    @R4FaLeGoLaS 5 років тому +1

    This is very helpful!
    Thank you very much!

  • @aojiao3662
    @aojiao3662 Рік тому

    so well made!

  • @veraz4901
    @veraz4901 2 роки тому

    great video, it really helps a lot.

  • @zolabrook2752
    @zolabrook2752 3 роки тому

    Thank you so much, it's helpful.

  • @sardakuar
    @sardakuar 6 років тому +1

    Waiting for more videos, thank you.

    • @rudeboybert
      @rudeboybert  5 років тому

      Maybe! I'll see if I have time!

    • @rudeboybert
      @rudeboybert  4 роки тому

      I just posted one about cross-validation for classification and regression trees here: ua-cam.com/video/-SQEbwfRVPA/v-deo.html

  • @devanshishah4625
    @devanshishah4625 5 років тому +1

    This is superb. Simple to understand!

  • @alsud2224
    @alsud2224 4 роки тому

    This is nice! You really got my math test easier

  • @fatimaezzahrabouzidiidriss4962
    @fatimaezzahrabouzidiidriss4962 6 років тому +1

    Thanks a lot.
    Merci beaucoup.

    • @rudeboybert
      @rudeboybert  5 років тому

      De rien! J'espère que le video a été utile!

  • @esterteran2872
    @esterteran2872 3 роки тому

    excellent!thank you!

  • @haraldurkarlsson1147
    @haraldurkarlsson1147 2 роки тому

    So there was no need to use a seed (on the random part) to ensure that we could reproduce the data we saw?
    Great demo - thanks.

  • @cindylucerog
    @cindylucerog 3 роки тому

    Thank you!

  • @robbiedeegan3121
    @robbiedeegan3121 3 роки тому

    Wow - that was amazing
    Thank you

  • @ahmadnorazharbinmohdyatim-926
    @ahmadnorazharbinmohdyatim-926 5 років тому +1

    very clear and helpful..how about crossvalidation video?

    • @rudeboybert
      @rudeboybert  5 років тому +1

      That's not a bad idea. Maybe!

    • @rudeboybert
      @rudeboybert  4 роки тому +1

      I just posted one about cross-validation for classification and regression trees here: ua-cam.com/video/-SQEbwfRVPA/v-deo.html

  • @ygs6450
    @ygs6450 4 роки тому +1

    to learn Spline, which lecture would be better?
    I understand Spline uses some kind of linear algebra, but is there any specific or general name of the course that teaches Spline?

    • @rudeboybert
      @rudeboybert  4 роки тому +1

      I found these notes helpful: people.cs.clemson.edu/~dhouse/courses/405/notes/splines.pdf

    • @rudeboybert
      @rudeboybert  4 роки тому +1

      As for a course, I'm not sure. Applied linear algebra?

    • @ygs6450
      @ygs6450 4 роки тому

      @@rudeboybert Thank you sir!!

  • @geralddevera9682
    @geralddevera9682 6 років тому

    What kind of function f(x) did you use?

    • @rudeboybert
      @rudeboybert  6 років тому

      A crazy one! on line 24: bit.ly/rudeboybert_splines

  • @AnoopToffy
    @AnoopToffy 6 років тому

    Can you share the codes that you used in the presentation. Thanks

    • @rudeboybert
      @rudeboybert  6 років тому +1

      The link is in the video at 9:45.

    • @rudeboybert
      @rudeboybert  6 років тому

      bit.ly/rudeboybert_splines

    • @kobo3344
      @kobo3344 4 роки тому

      @@rudeboybertThank you!

  • @free_free_time
    @free_free_time 3 роки тому

    What kind of switches are in your keyboard, they sound amazing! Holy pandas?

    • @rudeboybert
      @rudeboybert  3 роки тому

      switches? you mean how I jump from app to app? You can do that with command+TAB on macOS, control + TAB on Windows

    • @free_free_time
      @free_free_time 3 роки тому

      @@rudeboybert I appreciate the reply! but I was asking if you have a mechanical keyboard, and if so what kind of switches are in the keys because they sound really nice. They sound similar to a popular and expensive switch called 'holy pandas'!

    • @rudeboybert
      @rudeboybert  3 роки тому

      @@free_free_time ah! it's this one: www.apple.com/shop/product/MLA22LL/A/magic-keyboard-us-english

  • @WahranRai
    @WahranRai 3 роки тому +1

    broom broom ! let us start in air !

  • @DistortedV12
    @DistortedV12 4 роки тому

    Or you could use the akaike information criterion

  • @nadjatnoura7338
    @nadjatnoura7338 2 роки тому

    This algorithm did not work for me, a lot of errors appeared!