Simple Explanation of AutoEncoders

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  • เผยแพร่เมื่อ 29 พ.ย. 2024

ความคิดเห็น • 175

  • @vitezslavslavik6662
    @vitezslavslavik6662 2 ปีที่แล้ว +87

    In a world of low quality and overly complex explanations, this is absolutely breath of a fresh air. Thank you for the video.

  • @arvind_purushotham
    @arvind_purushotham 4 ปีที่แล้ว +114

    i feel calm when learning autoencoders from this video..u get the content and 10min of meditation :)

    • @lukevassor7743
      @lukevassor7743 3 ปีที่แล้ว +5

      This man has the velvet tones of Matt Damon - sound very similar!

    • @lionelshaneyfelt5607
      @lionelshaneyfelt5607 3 ปีที่แล้ว

      good energy

    • @timothykamden9661
      @timothykamden9661 3 ปีที่แล้ว

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      I was dumb forgot the login password. I would love any assistance you can offer me

    • @samirford7596
      @samirford7596 3 ปีที่แล้ว

      @Timothy Kamden Instablaster :)

    • @timothykamden9661
      @timothykamden9661 3 ปีที่แล้ว

      @Samir Ford it did the trick and I now got access to my account again. Im so happy:D
      Thanks so much you really help me out!

  • @yvesboutellier336
    @yvesboutellier336 3 ปีที่แล้ว +71

    I am impressed by the way you taught this subject. It's taught and told in a way I haven't seen by other tech youtubers. Very calm, clear, focused - maybe mindful summarizes that feeling like you really care that every word has its meaning

  • @johnspivack6520
    @johnspivack6520 ปีที่แล้ว +9

    You have a talent for explaining things well. You're clear, thorough, honest, not a showoff, and patient. Please keep it up. And to the viewers, let's get together to demand this kind of quality from other content producers. Zak shows that it is possible.

    • @welcomeaioverlords
      @welcomeaioverlords  ปีที่แล้ว +1

      That's very kind of you to say--thanks!

    • @yuiitodoro7791
      @yuiitodoro7791 4 หลายเดือนก่อน

      Idk about demanding those services unless we are providing equally deserving stuff back ...like money for eg , this video is very great for something free

  • @jamesr141
    @jamesr141 ปีที่แล้ว +2

    The best AI explainer on TH-cam.

  • @jlee-mp4
    @jlee-mp4 10 หลายเดือนก่อน +2

    Holy shit. Never have I watched a TH-cam video (let alone on a complex topic like this) and had to *pause* so many times because something that never clicked just blew my mind. If everyone could explain things like you, the world would be a better place. Thank you 🙏

  • @andrewblyth3776
    @andrewblyth3776 2 ปีที่แล้ว +1

    I was looking for a video to help me with some university stuff and came across this. I was instantly sold when I heard the mighty Elder less than 2 minutes in!! So good.

  • @nicelander
    @nicelander 4 ปีที่แล้ว +21

    Been looking into AutoEncoders for a whole day, to understand them better and how they can be used in Anomaly detection. This is by FAR the best explanation I've come across. Liked and subscribed :)

    • @welcomeaioverlords
      @welcomeaioverlords  4 ปีที่แล้ว +4

      That makes my day-thanks for sharing Pétur!

    • @zswag007
      @zswag007 10 หลายเดือนก่อน

      @@welcomeaioverlordsyou have made my day. Thanks!

  • @SuperIdo1
    @SuperIdo1 5 ปีที่แล้ว +5

    Clearly explained, detailed enough to be useful, but not a 1-hour lecture. Subscribed!

  • @jeffreyclem5953
    @jeffreyclem5953 4 ปีที่แล้ว +1

    It's like he's calmly explaining into the fiery chaos of my soul

  • @haroldsu1696
    @haroldsu1696 5 ปีที่แล้ว +9

    crystal clear explaining the structure of data , which makes me confused for a while . Thank you.

  • @bonnie2781
    @bonnie2781 4 ปีที่แล้ว +2

    Have to admit I watched a couple sections 2 or 3 times, but autoencoders make a lot more sense now. Just came from another video explaining them and everything seemed to click while watching this one, so thank you! So many applications.

  • @garethmolw3403
    @garethmolw3403 5 ปีที่แล้ว +14

    I like that you made your first educational deep learning video by beginning with autoencoders : videos on neural networks are oversaturated, and many people often forget that before a neural network accomplish a given task, it needs to first find intrisic structures/features which it can rely on without necessarily existing labels (some people anthropomorphize neural network, as a child who can only learn through an adult guidance, materialized by labels), and for me autoencoders offer a perfect illustration of that.

  • @faisalalsrheed82
    @faisalalsrheed82 4 ปีที่แล้ว +4

    By far this is the best video explaining AutoEncoders, happy to found your channel.

  • @abishek9133
    @abishek9133 4 ปีที่แล้ว

    Wow.... Your teaching has some kinda serenity and calmness. Zen teaching.

  • @toddkaiser9461
    @toddkaiser9461 3 ปีที่แล้ว +4

    Great intuitive explanation in a very compact and efficient video! I have watched several AutoEncoder videos and read several blogs and papers -- first time the "why" and what they are good for was explained so clearly!

  • @3rdman99
    @3rdman99 ปีที่แล้ว

    Finally explained by somebody whose English I can understand.

  • @thelonespeaker
    @thelonespeaker 2 ปีที่แล้ว

    Your voice is soothing
    I feel safe learning anything from this channel

  • @bhattbhavesh91
    @bhattbhavesh91 5 ปีที่แล้ว +3

    Hey Zak, Thanks for such an informative video!

  • @MrHeatification
    @MrHeatification 3 ปีที่แล้ว

    Best explanation of an autoencoder on YT, honestly!

  • @addisonmartin4313
    @addisonmartin4313 2 ปีที่แล้ว +1

    I really appreciate this video my friend, a lot of my professors speak broken English and it's difficult to learn at times! Thank you for your hard work. Keep on educating.

  • @朱蔚健
    @朱蔚健 4 หลายเดือนก่อน

    Very good instructional video, even over the wall to see the video, for the autoencoder explained in depth, so that I after a good understanding of the GAN-AAE!

  • @wege8409
    @wege8409 3 ปีที่แล้ว

    Nice to see so many people making use of 3B1B's visual engine

  • @ramalingeswararaobhavaraju5813
    @ramalingeswararaobhavaraju5813 5 ปีที่แล้ว +2

    Thank you sir Welcome AIOverlords sir.

  • @realzz6900
    @realzz6900 ปีที่แล้ว

    Although this youtuber tried to teach me to understand how the autoencoder works, I was distracted. I was attracted by his gentle way of speaking. I must admit, you are handsome.

  • @rohitdatla724
    @rohitdatla724 5 ปีที่แล้ว +8

    love that, u start off explaining with coffee and some music :D

  • @jonathanmcneill4993
    @jonathanmcneill4993 4 ปีที่แล้ว +2

    Thank you. I've not seen a good breakdown of autoenconders before and didn't quite understand they did. I appreciate this video!!

  • @mastayoda01
    @mastayoda01 5 ปีที่แล้ว +9

    This is great content Zak, I see a bright future in your channel!

  • @jamespaz4333
    @jamespaz4333 4 ปีที่แล้ว +3

    It felt like a movie. I was so involved. Thank you!

  • @saharshayegan
    @saharshayegan ปีที่แล้ว

    This was the best explanation of autoencoders I've seen so far!
    Thank you for the high-quality content!

  • @MohsenaAshraf
    @MohsenaAshraf 3 ปีที่แล้ว +2

    Very well expalined!!! I got the intuition of autoencoders just in 10 minutes!!! And your voice and background musics are so soothing :D It was great to learn! Hope to see more good videos from you :D

  • @janzaibmbaloch5484
    @janzaibmbaloch5484 4 ปีที่แล้ว +2

    Great explanation, u were not in a hurry like others. plus, very good color grading.

  • @MathPhysicsFunwithGus
    @MathPhysicsFunwithGus ปีที่แล้ว

    This is one of the best explanations I have seen! Great video!

  • @Simar2222
    @Simar2222 2 ปีที่แล้ว

    This was a very eloquent explanation and the way you teach makes it easier to understand. Well donoe!

  • @Jonathan1028
    @Jonathan1028 2 ปีที่แล้ว

    Happy to see Hong Kong in the video. (Hong Kong, UK)

  • @jishnujha2007
    @jishnujha2007 2 ปีที่แล้ว

    such a calming voice and personality, you should also do sleep hypnosis videos

  • @AngelusNovusU
    @AngelusNovusU 2 ปีที่แล้ว

    He is the Joe Pera of Deep Learning :P, this was well explained and almost took all my stress away...

  • @iqraqkamal6300
    @iqraqkamal6300 3 ปีที่แล้ว +1

    Calm and Insightful! Thank you so much!

  • @henkjekel4081
    @henkjekel4081 ปีที่แล้ว

    Man, I love your content. You speak in such a nice way, great presenter, keep it up!:)

  • @jayp9158
    @jayp9158 ปีที่แล้ว

    Wow, just wow. This was an incredible explanation.

  • @mohammadmahdisamei4344
    @mohammadmahdisamei4344 3 ปีที่แล้ว

    This was a good video, and I loved cozy and classical them. The content was brief and understandable. Well done.

  • @josephinepicot1872
    @josephinepicot1872 4 ปีที่แล้ว +1

    Really liked your work, clear, chill, good music in the intro 👌

  • @goelnikhils
    @goelnikhils 2 ปีที่แล้ว

    What terrific explanation of a complex concept. Amazing.

  • @hackercop
    @hackercop 3 ปีที่แล้ว +1

    The spiral analogy was very good. You really explained this to me, have liked and subscribed!

  • @franks_nl
    @franks_nl 4 ปีที่แล้ว +2

    I'm happy to have found this channel. Great explanation!

  • @ventacode
    @ventacode 8 หลายเดือนก่อน

    One of the best explanation ever

  • @ICEBreakup
    @ICEBreakup 3 ปีที่แล้ว +1

    Excellent explanation! Thanks much!

  • @ogoshi
    @ogoshi 4 ปีที่แล้ว

    Hands down the best autoencoder explanation! Thank you :)

  • @27anshulsd
    @27anshulsd 3 ปีที่แล้ว +2

    felt like I just attended an autoencoder therapy

  • @shobhitsrivastava9112
    @shobhitsrivastava9112 3 ปีที่แล้ว

    I finally found someone who seems equivalent to Andrew NG or Salman Khan. Awesome explanation.

  • @itsparm6533
    @itsparm6533 2 ปีที่แล้ว

    Great video, super clear. Love that you added some applications and that it didn't go too long.

  • @danial_amini
    @danial_amini 3 ปีที่แล้ว

    You are a life saver Zak!

  • @lxing490
    @lxing490 3 ปีที่แล้ว

    excellent and insightful explanations of autoencoders

  • @khadijasitabkhan3443
    @khadijasitabkhan3443 3 ปีที่แล้ว

    Thank you! Got the idea in 10 mins!

  • @jonathanmcwilliams6201
    @jonathanmcwilliams6201 3 ปีที่แล้ว +1

    Solid explanation and really good production on video.

  • @mohammadrahmani5786
    @mohammadrahmani5786 2 ปีที่แล้ว

    Unbelievably good. Thank you

  • @jarno_r
    @jarno_r ปีที่แล้ว

    This was such an incredibly good explanation.

  • @sm-pz8er
    @sm-pz8er 6 หลายเดือนก่อน

    That's very informative and well explained video. Great job and thank you.

  • @yegounkim1840
    @yegounkim1840 ปีที่แล้ว

    Great explanation! Straight to the point

  • @hrsight
    @hrsight 3 ปีที่แล้ว +1

    Great Video

  • @fenglongsong4760
    @fenglongsong4760 3 หลายเดือนก่อน

    Thank you for your video. You truly saved my day

  • @yunuskocyigit6681
    @yunuskocyigit6681 5 ปีที่แล้ว +2

    ‪Thanks 🙏 Coolest video of Autoencoders‬!

  • @evvolita
    @evvolita 4 ปีที่แล้ว +1

    Great tempo and a clear explanation. Thanks!

  • @rajdeepbiswas8912
    @rajdeepbiswas8912 3 ปีที่แล้ว

    I was looking for this exact channel. Thank you for existing! Can you PLEASE do a video on LSTMs?

  • @venkataraghavansolium5423
    @venkataraghavansolium5423 2 ปีที่แล้ว

    Beautiful explonation of autoencoder

  • @lisasamir3773
    @lisasamir3773 หลายเดือนก่อน

    best video on autoencoders

  • @jaeseo825
    @jaeseo825 3 ปีที่แล้ว +1

    What a clear explanation! thank you

  • @tigranmargaryan8031
    @tigranmargaryan8031 3 ปีที่แล้ว +1

    Your videos are great!

  • @AM-jx3zf
    @AM-jx3zf 4 ปีที่แล้ว

    very calm.very articulate. liked.

  • @sahilkakkar5628
    @sahilkakkar5628 2 ปีที่แล้ว

    Very Insightful Video, thank you.

  • @BlaineBateman
    @BlaineBateman 5 ปีที่แล้ว +2

    Nicely done, thank you.

  • @szymonk.7237
    @szymonk.7237 4 ปีที่แล้ว

    Thank you - best explanation ! Now i understand whats the idea behind autoencoders 🙂

  • @animeshsinghiit
    @animeshsinghiit ปีที่แล้ว

    I have just one word for you , WOW!

  • @satyendrakumarsingh7983
    @satyendrakumarsingh7983 4 ปีที่แล้ว

    A great explanation sir. Too great video! I am very much benefitted. Thanks.

  • @vladkizel2370
    @vladkizel2370 7 หลายเดือนก่อน

    great channel! thank you for the awesome explanation!

  • @vgreddysaragada
    @vgreddysaragada ปีที่แล้ว

    Very well explained..Thank you so much

  • @michaelwirtzfeld7847
    @michaelwirtzfeld7847 3 ปีที่แล้ว

    Clear and concise. Thank you.

  • @harshitsoni2718
    @harshitsoni2718 2 ปีที่แล้ว

    Explanation is on next level 🤟

  • @boira_dani
    @boira_dani 3 ปีที่แล้ว

    Excellent and calm explanation, thanks! :)

  • @ultragrgeek
    @ultragrgeek 3 ปีที่แล้ว

    best videos I have seen on AI / ML / DL... great clean style, straight to the point... like the coffee, vinyl intro... got to get a real mechanical keyboard though ! (just kidding...) Thanks again for the great content...

  • @carlosedubarreto
    @carlosedubarreto 2 ปีที่แล้ว

    amazing explanation, I even understood.

  • @shinyshadow1
    @shinyshadow1 3 ปีที่แล้ว

    Great explanations! One tip for possible improvement for your vids: place the camera 1 more meter away from you. This way we can also see your gestures (which you already make, but sadly cut out), which help immensely in human communication :)

  • @sathyakumarn7619
    @sathyakumarn7619 3 ปีที่แล้ว

    Concise and detailed. Thank you for the efforts!

  • @raghuvarantyson5423
    @raghuvarantyson5423 5 ปีที่แล้ว +2

    Wahh ! Well Explained by Guruji!

  • @jaredschmal3347
    @jaredschmal3347 3 ปีที่แล้ว

    Excellent explanation!

  • @bradleywoolf3351
    @bradleywoolf3351 ปีที่แล้ว

    thank you, best explanation yet

  • @nilsfunk3875
    @nilsfunk3875 4 ปีที่แล้ว +1

    Wow your videos are great! Super well explained and a ton of fun to watch. Thanks!

  • @svengunther7653
    @svengunther7653 3 ปีที่แล้ว

    Thanks. This video is amazing.
    So well explained and enjoyable to watch!

  • @craigmunday3707
    @craigmunday3707 2 ปีที่แล้ว

    Excellent tutorial

  • @Raj_Tanvar
    @Raj_Tanvar 4 ปีที่แล้ว

    Just amazing way of explaining

  • @davidfield6317
    @davidfield6317 2 ปีที่แล้ว

    Excellent video

  • @JRabba1995
    @JRabba1995 5 ปีที่แล้ว +1

    Subscribed. Thank you for this great explanation.

  • @JaishreeramCoder
    @JaishreeramCoder 7 หลายเดือนก่อน

    amazingly explained

  • @RenneAtha
    @RenneAtha 4 ปีที่แล้ว

    Great video, excellent explanation. Thanks so much!

  • @sunshinebabe6203
    @sunshinebabe6203 3 ปีที่แล้ว

    Amazing video, visual explanations and content! Love it. Thank you so much!

  • @max_ishere
    @max_ishere ปีที่แล้ว

    I get it!!! Aaaaa I finally get it! Thanks so much 🙏

  • @anangelsdiaries
    @anangelsdiaries หลายเดือนก่อน

    This video was beautiful

  • @thepoet82
    @thepoet82 2 ปีที่แล้ว

    Your videos are excellent! Also, is your username a reference to the Watson Jeopardy episode?

  • @Stormsamancher
    @Stormsamancher 4 ปีที่แล้ว +1

    Mann you are the best, thank youu

  • @wassilanezzar6816
    @wassilanezzar6816 4 ปีที่แล้ว

    You make it easy and clear. subscibed!