Introduction to Splines

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  • เผยแพร่เมื่อ 28 ต.ค. 2024
  • An introduction to modeling for statistical/machine learning via smoothing splines. You can find the code from this video here: bit.ly/rudeboyb...

ความคิดเห็น • 58

  • @danielcao606
    @danielcao606 3 ปีที่แล้ว +1

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

  • @C3PO_
    @C3PO_ ปีที่แล้ว +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.

  • @kassandramcglonn2461
    @kassandramcglonn2461 ปีที่แล้ว

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

  • @mohammadrezaardestani6665
    @mohammadrezaardestani6665 2 ปีที่แล้ว

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

  • @thedebapriyakar
    @thedebapriyakar 2 ปีที่แล้ว +1

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

  • @granyoung1830
    @granyoung1830 5 ปีที่แล้ว +2

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

  • @haraldurkarlsson1147
    @haraldurkarlsson1147 2 ปีที่แล้ว

    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.

  • @ashiqevivek
    @ashiqevivek 6 ปีที่แล้ว +1

    Very crisp and clear. Thanks!

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

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

  • @lythien390
    @lythien390 2 ปีที่แล้ว

    Great video, Sir! Well-explained and detailed.

  • @missregita
    @missregita 6 ปีที่แล้ว +5

    This is so clear and helpful. Thank you!

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

      No problem Regita! Thanks for the love!

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

      Hey Regita! Many thanks for the kind words!

  • @samuelidakwo6524
    @samuelidakwo6524 3 ปีที่แล้ว

    Great video explained the practically of splines well.

  • @ygs6450
    @ygs6450 4 ปีที่แล้ว +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 ปีที่แล้ว +1

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

    • @rudeboybert
      @rudeboybert  4 ปีที่แล้ว +1

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

    • @ygs6450
      @ygs6450 4 ปีที่แล้ว

      @@rudeboybert Thank you sir!!

  • @bobtomarelli2828
    @bobtomarelli2828 3 ปีที่แล้ว

    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!

  • @AJ-et3vf
    @AJ-et3vf 2 ปีที่แล้ว

    Awesome video! Thank you!

  • @sardakuar
    @sardakuar 6 ปีที่แล้ว +1

    Waiting for more videos, thank you.

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

      Maybe! I'll see if I have time!

    • @rudeboybert
      @rudeboybert  4 ปีที่แล้ว

      I just posted one about cross-validation for classification and regression trees here: th-cam.com/video/-SQEbwfRVPA/w-d-xo.html

  • @ahmadnorazharbinmohdyatim-926
    @ahmadnorazharbinmohdyatim-926 5 ปีที่แล้ว +1

    very clear and helpful..how about crossvalidation video?

    • @rudeboybert
      @rudeboybert  5 ปีที่แล้ว +1

      That's not a bad idea. Maybe!

    • @rudeboybert
      @rudeboybert  4 ปีที่แล้ว +1

      I just posted one about cross-validation for classification and regression trees here: th-cam.com/video/-SQEbwfRVPA/w-d-xo.html

  • @alsud2224
    @alsud2224 4 ปีที่แล้ว

    This is nice! You really got my math test easier

  • @aojiao3662
    @aojiao3662 2 ปีที่แล้ว

    so well made!

  • @devanshishah4625
    @devanshishah4625 5 ปีที่แล้ว +1

    This is superb. Simple to understand!

  • @veraz4901
    @veraz4901 2 ปีที่แล้ว

    great video, it really helps a lot.

  • @R4FaLeGoLaS
    @R4FaLeGoLaS 6 ปีที่แล้ว +1

    This is very helpful!
    Thank you very much!

  • @ThinkRight2024
    @ThinkRight2024 3 ปีที่แล้ว

    This is great teaching.

  • @free_free_time
    @free_free_time 3 ปีที่แล้ว

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

    • @rudeboybert
      @rudeboybert  3 ปีที่แล้ว

      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 ปีที่แล้ว

      @@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 ปีที่แล้ว

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

  • @BlahBlahBlah13623
    @BlahBlahBlah13623 5 ปีที่แล้ว +1

    Excellent. Thank you

  • @illarionjabine6690
    @illarionjabine6690 4 ปีที่แล้ว

    Great explanation. Keep it up!

  • @geralddevera9682
    @geralddevera9682 6 ปีที่แล้ว

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

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

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

  • @AnoopToffy
    @AnoopToffy 7 ปีที่แล้ว

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

    • @rudeboybert
      @rudeboybert  7 ปีที่แล้ว +1

      The link is in the video at 9:45.

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

      bit.ly/rudeboybert_splines

    • @kobo3344
      @kobo3344 4 ปีที่แล้ว

      @@rudeboybertThank you!

  • @zolabrook2752
    @zolabrook2752 3 ปีที่แล้ว

    Thank you so much, it's helpful.

  • @robbiedeegan3121
    @robbiedeegan3121 3 ปีที่แล้ว

    Wow - that was amazing
    Thank you

  • @cindylucerog
    @cindylucerog 3 ปีที่แล้ว

    Thank you!

  • @fatimaezzahrabouzidiidriss4962
    @fatimaezzahrabouzidiidriss4962 6 ปีที่แล้ว +1

    Thanks a lot.
    Merci beaucoup.

    • @rudeboybert
      @rudeboybert  6 ปีที่แล้ว

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

  • @esterteran2872
    @esterteran2872 3 ปีที่แล้ว

    excellent!thank you!

  • @WahranRai
    @WahranRai 4 ปีที่แล้ว +1

    broom broom ! let us start in air !

  • @nadjatnoura7338
    @nadjatnoura7338 2 ปีที่แล้ว

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

  • @DistortedV12
    @DistortedV12 4 ปีที่แล้ว

    Or you could use the akaike information criterion

  • @peterg7643
    @peterg7643 5 ปีที่แล้ว +1

    Great Video, thanks!