Autoencoder Explained - Deep Neural Networks

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  • เผยแพร่เมื่อ 26 ต.ค. 2024

ความคิดเห็น • 27

  • @lionelshaneyfelt5607
    @lionelshaneyfelt5607 3 ปีที่แล้ว +3

    Oh my god this video series is SO AWESOME! THANK YOU! :)

  • @mananshah7095
    @mananshah7095 4 ปีที่แล้ว +2

    Thank you so much for this video. Please would request you to start a series if possible on encoders decoders and models based on the same like Bert, roberta etc. Would be really appreciated

    • @AIEngineeringLife
      @AIEngineeringLife  4 ปีที่แล้ว +1

      Sure Manan.. I have some detailed videos coming on Autoencoders and then will follow with others

  • @dhirendraswami9688
    @dhirendraswami9688 8 หลายเดือนก่อน

    nice concise explanation

  • @vgreddysaragada
    @vgreddysaragada ปีที่แล้ว

    Very Well explained with applications..Thank you so much

  • @gauravsisodia4869
    @gauravsisodia4869 4 ปีที่แล้ว +2

    Very well explained sir. Please also do a video on how to implement auto encoders on a real world dataset.

  • @syamuneelam6014
    @syamuneelam6014 11 หลายเดือนก่อน

    Very nice explanation. Could u pls make a video on image denoising using autoencoders

  • @shubhamprasad6910
    @shubhamprasad6910 6 หลายเดือนก่อน

    Very well explained

  • @bljangir7450
    @bljangir7450 3 ปีที่แล้ว +1

    Super as always !!

  • @mohdzuhaib4138
    @mohdzuhaib4138 3 ปีที่แล้ว +1

    Very great explanation

  • @danielsaldarriaga2107
    @danielsaldarriaga2107 2 ปีที่แล้ว

    Thanks for this video.

  • @surflaweb
    @surflaweb 3 ปีที่แล้ว +1

    Thanks man.

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 4 ปีที่แล้ว +1

    Clear and helpful

  • @sriadityab4794
    @sriadityab4794 3 ปีที่แล้ว +1

    We can also evaluate the loss after training a normal neural network without autoencoders and label them as anomalies if the loss is greater than threshold? How does this evaluation differ from autoencoder models? Thanks.

  • @sanjaychakrabortyaworldofc6953
    @sanjaychakrabortyaworldofc6953 2 ปีที่แล้ว

    Very informative

  • @mohdzuhaib4138
    @mohdzuhaib4138 3 ปีที่แล้ว +1

    I had a question, will the model has low reconstruction error on unseen "Normal Data" too?

    • @AIEngineeringLife
      @AIEngineeringLife  3 ปีที่แล้ว +1

      Yes it will have have as the ideal distribution of normal data must be similar. I have a detailed video on it with example as well

    • @mohdzuhaib4138
      @mohdzuhaib4138 3 ปีที่แล้ว

      Will check that out, thanks a lot!

  • @RaviTeja-zk4lb
    @RaviTeja-zk4lb 4 ปีที่แล้ว +1

    next, make a video in which you take tabular data which is very imbalanced and compare autoencoder and Isolation forest. please!!!!

    • @AIEngineeringLife
      @AIEngineeringLife  4 ปีที่แล้ว +1

      Ravi.. I have autoencoders coming but not thought of comparing with isolation forest. Worth a try though 👍

  • @41keswick
    @41keswick 3 ปีที่แล้ว

    just wondering what software you use to record voice over slides and code, as well as draw red point on screen

    • @AIEngineeringLife
      @AIEngineeringLife  3 ปีที่แล้ว

      I am using google slides for presentation and the red point is functionality within it in presentation mode. For recording voice and video I use google chrome screen cast

  • @shriharrsha3541
    @shriharrsha3541 2 ปีที่แล้ว

    Best