L15.4 Backpropagation Through Time Overview

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  • เผยแพร่เมื่อ 26 ต.ค. 2024
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    This video is part of my Introduction of Deep Learning course.
    Next video: • L15.5 Long Short-Term ...
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ความคิดเห็น • 14

  • @imfeelindirectionles
    @imfeelindirectionles 2 หลายเดือนก่อน

    would be great to add a video explaining the vanishing/exploding gradient problem in detail! thanks so much!

  • @sanazsalari1794
    @sanazsalari1794 2 ปีที่แล้ว +3

    Thank you so much. This video helped me a lot to understand what RNN really works after reading so many resources and not understanding this concept before watching this video!

  • @rohail260
    @rohail260 3 ปีที่แล้ว +6

    amazing lecture...making difficult concepts soo easy. Thank you so much for your great effort

  • @user-cc8kb
    @user-cc8kb 3 ปีที่แล้ว +3

    Thank you very much. Just stumbled across this video of yours while I was learning with your book :D What a coincidence. I really appriciate your book python machine learning btw... it has been a great teacher and companion for the past 3 years!

    • @SebastianRaschka
      @SebastianRaschka  3 ปีที่แล้ว +1

      Small world, and thanks a lot for the kind words! It's always motivating to hear that these resources are useful :)

    • @user-cc8kb
      @user-cc8kb 3 ปีที่แล้ว

      @@SebastianRaschka They really are. Thank you! :)

  • @Bulgogi_Haxen
    @Bulgogi_Haxen ปีที่แล้ว

    The best lectures that are to the point and in detail. Thank you for the video.

  • @artaxerxes360
    @artaxerxes360 ปีที่แล้ว +1

    you know, at some point i thought that it is possible to make rnn with just one neuron, and that blew up all of my brain's neurons. But the moment i realized it would actually not be quite useful, killed all of them just as soon.

  • @jmarl1990
    @jmarl1990 3 ปีที่แล้ว +2

    Great video! Thanks :)

  • @havard8031
    @havard8031 3 หลายเดือนก่อน

    Can you cite the formula in the end? around 09:15?

  • @TheTacticalDood
    @TheTacticalDood 3 ปีที่แล้ว +6

    BPTT starts at 5:32. Not very detailed though.

    • @TheLOL9842
      @TheLOL9842 2 ปีที่แล้ว +1

      This is an intro to Deep Learning, so I would say that this is plenty deep for a general understanding. Plus he shows the formulas in one of the best and simplest ways I have seen until now.