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Simple Explanation of AutoEncoders

WelcomeAIOverlords
2024 ж. 10 Мам.
95 068 Рет қаралды
Жүктеу

Join my Foundations of GNNs online course (www.graphneuralnets.com)!
This video discusses when you might benefit from using Autoencoders and then deep dives into how they work to build your intuition. The idea of "denoising autoencoders" is presented along with ideas for how to use them.
Mailing List: blog.zakjost.com/subscribe
Discord Server: / discord
Blog: blog.zakjost.com
Patreon: / welcomeaioverlords

Пікірлер

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

    @vitezslavslavik6662@vitezslavslavik6662 Жыл бұрын

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

    @arvind_purushotham@arvind_purushotham3 жыл бұрын

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

      @lukevassor7743@lukevassor77433 жыл бұрын

    • good energy

      @lionelshaneyfelt5607@lionelshaneyfelt56073 жыл бұрын

    • You probably dont care at all but does someone know a trick to get back into an Instagram account? I was dumb forgot the login password. I would love any assistance you can offer me

      @timothykamden9661@timothykamden96612 жыл бұрын

    • @Timothy Kamden Instablaster :)

      @samirford7596@samirford75962 жыл бұрын

    • @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!

      @timothykamden9661@timothykamden96612 жыл бұрын

  • 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

    @yvesboutellier336@yvesboutellier3363 жыл бұрын

    • Mastery

      @evanshlom1@evanshlom19 ай бұрын

  • 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.

    @johnspivack6520@johnspivack65207 ай бұрын

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

      @welcomeaioverlords@welcomeaioverlords7 ай бұрын

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

    @mastayoda01@mastayoda014 жыл бұрын

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

    @itsparm6533@itsparm65332 жыл бұрын

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

    @franks_nl@franks_nl3 жыл бұрын

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

    @haroldsu1696@haroldsu16964 жыл бұрын

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

    @faisalalsrheed82@faisalalsrheed824 жыл бұрын

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

    @jeffreyclem5953@jeffreyclem59533 жыл бұрын

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

    @jonathanmcneill4993@jonathanmcneill49933 жыл бұрын

  • 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!

    @toddkaiser9461@toddkaiser94613 жыл бұрын

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

    @hackercop@hackercop2 жыл бұрын

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

    @saharshayegan@saharshayegan Жыл бұрын

  • Hands down the best autoencoder explanation! Thank you :)

    @ogoshi@ogoshi3 жыл бұрын

  • What terrific explanation of a complex concept. Amazing.

    @goelnikhils@goelnikhils Жыл бұрын

  • Calm and Insightful! Thank you so much!

    @iqraqkamal6300@iqraqkamal63003 жыл бұрын

  • You are a life saver Zak!

    @danial_amini@danial_amini2 жыл бұрын

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

    @mohammadmahdisamei4344@mohammadmahdisamei43442 жыл бұрын

  • Concise and detailed. Thank you for the efforts!

    @sathyakumarn7619@sathyakumarn76192 жыл бұрын

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

    @sunshinebabe6203@sunshinebabe62032 жыл бұрын

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

    @josephinepicot1872@josephinepicot18723 жыл бұрын

  • The best AI explainer on KZhead.

    @jamesr141@jamesr141 Жыл бұрын

  • Best explanation of an autoencoder on YT, honestly!

    @MrHeatification@MrHeatification2 жыл бұрын

  • Holy shit. Never have I watched a KZhead 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 🙏

    @jlee-mp4@jlee-mp44 ай бұрын

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

    @nilsfunk3875@nilsfunk38753 жыл бұрын

  • thank you, best explanation yet

    @bradleywoolf3351@bradleywoolf33517 ай бұрын

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

    @Simar2222@Simar2222 Жыл бұрын

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

    @janzaibmbaloch5484@janzaibmbaloch54843 жыл бұрын

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

    @rohitdatla724@rohitdatla7244 жыл бұрын

  • Great tempo and a clear explanation. Thanks!

    @evvolita@evvolita3 жыл бұрын

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

    @SuperIdo1@SuperIdo14 жыл бұрын

  • Very well explained..Thank you so much

    @vgreddysaragada@vgreddysaragada9 ай бұрын

  • 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

    @MohsenaAshraf@MohsenaAshraf3 жыл бұрын

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

    @abishek9133@abishek91333 жыл бұрын

  • 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.

    @addisonmartin4313@addisonmartin4313 Жыл бұрын

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

    @thelonespeaker@thelonespeaker2 жыл бұрын

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

    @MathPhysicsFunwithGus@MathPhysicsFunwithGus5 ай бұрын

  • Hey Zak, Thanks for such an informative video!

    @bhattbhavesh91@bhattbhavesh914 жыл бұрын

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

    @svengunther7653@svengunther76532 жыл бұрын

  • Wow, just wow. This was an incredible explanation.

    @jayp9158@jayp915810 ай бұрын

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

    @henkjekel4081@henkjekel408110 ай бұрын

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

    @rajdeepbiswas8912@rajdeepbiswas89123 жыл бұрын

  • Unbelievably good. Thank you

    @mohammadrahmani5786@mohammadrahmani57862 жыл бұрын

  • 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 :)

    @nicelander@nicelander3 жыл бұрын

    • That makes my day-thanks for sharing Pétur!

      @welcomeaioverlords@welcomeaioverlords3 жыл бұрын

    • @@welcomeaioverlordsyou have made my day. Thanks!

      @zswag007@zswag0073 ай бұрын

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

    @szymonk.7237@szymonk.72373 жыл бұрын

  • ‪Thanks 🙏 Coolest video of Autoencoders‬!

    @yunuskocyigit6681@yunuskocyigit66814 жыл бұрын

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

    @wege8409@wege84092 жыл бұрын

  • Excellent explanation! Thanks much!

    @rocku354@rocku3542 жыл бұрын

  • Thank you! Got the idea in 10 mins!

    @khadijasitabkhan3443@khadijasitabkhan34433 жыл бұрын

  • Great video, excellent explanation. Thanks so much!

    @RenneAtha@RenneAtha4 жыл бұрын

  • This was such an incredibly good explanation.

    @jarno_r@jarno_r Жыл бұрын

  • What a clear explanation! thank you

    @jaeseo825@jaeseo8252 жыл бұрын

  • Thank you sir Welcome AIOverlords sir.

    @ramalingeswararaobhavaraju5813@ramalingeswararaobhavaraju58134 жыл бұрын

  • Nicely done, thank you.

    @BlaineBateman@BlaineBateman4 жыл бұрын

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

    @satyendrakumarsingh7983@satyendrakumarsingh79833 жыл бұрын

  • Clear and concise. Thank you.

    @michaelwirtzfeld7847@michaelwirtzfeld78473 жыл бұрын

  • Subscribed. Thank you for this great explanation.

    @JRabba1995@JRabba19954 жыл бұрын

  • Excellent and calm explanation, thanks! :)

    @boira_dani@boira_dani2 жыл бұрын

  • One of the best explanation ever

    @ventacode@ventacodeАй бұрын

  • great channel! thank you for the awesome explanation!

    @vladkizel2370@vladkizel2370Ай бұрын

  • Very Insightful Video, thank you.

    @sahilkakkar5628@sahilkakkar56282 жыл бұрын

  • Beautiful explonation of autoencoder

    @venkataraghavansolium5423@venkataraghavansolium54232 жыл бұрын

  • excellent and insightful explanations of autoencoders

    @lxing490@lxing4903 жыл бұрын

  • Solid explanation and really good production on video.

    @jonathanmcwilliams6201@jonathanmcwilliams62013 жыл бұрын

  • Excellent explanation!

    @jaredschmal3347@jaredschmal33472 жыл бұрын

  • Explanation is on next level 🤟

    @harshitsoni2718@harshitsoni27182 жыл бұрын

  • Thank you. This is awesome!

    @milanfaizal@milanfaizal3 жыл бұрын

  • Very well put, thank you

    @LakesideRyan@LakesideRyan9 ай бұрын

  • 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.

    @garethmolw3403@garethmolw34034 жыл бұрын

  • Just amazing way of explaining

    @JGyanRaj@JGyanRaj3 жыл бұрын

  • amazingly explained

    @adarshsharma8039@adarshsharma803917 күн бұрын

  • amazing explanation, I even understood.

    @carlosedubarreto@carlosedubarreto2 жыл бұрын

  • 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.

    @andrewblyth3776@andrewblyth37762 жыл бұрын

    • Glad to see Elder get some love!

      @welcomeaioverlords@welcomeaioverlords2 жыл бұрын

  • Excellent tutorial

    @craigmunday3707@craigmunday3707 Жыл бұрын

  • very calm.very articulate. liked.

    @AM-jx3zf@AM-jx3zf3 жыл бұрын

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

    @AlejandroPimentel@AlejandroPimentel2 жыл бұрын

  • amazing explanation

    @matthewyoung3377@matthewyoung337711 ай бұрын

  • 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.

    @bonnie2781@bonnie27813 жыл бұрын

    • That's great to hear, thanks Bonnie!

      @welcomeaioverlords@welcomeaioverlords3 жыл бұрын

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

    @jishnujha2007@jishnujha2007 Жыл бұрын

  • Your videos are great!

    @tigranmargaryan8031@tigranmargaryan80312 жыл бұрын

  • This is fantastic.

    @nicholasmarshall7229@nicholasmarshall72292 жыл бұрын

  • Excellent video

    @davidfield6317@davidfield6317 Жыл бұрын

  • Great explanation

    @b.o.e.t.h.i.u.s@b.o.e.t.h.i.u.s Жыл бұрын

  • Wahh ! Well Explained by Guruji!

    @raghuvarantyson5423@raghuvarantyson54234 жыл бұрын

  • Mann you are the best, thank youu

    @BERKKK@BERKKK3 жыл бұрын

  • Great job!

    @yusifaghalar6529@yusifaghalar6529 Жыл бұрын

  • very helpful, thank you !

    @passionatechristianworker@passionatechristianworker15 күн бұрын

  • Great explanation! Straight to the point

    @yegounkim1840@yegounkim1840 Жыл бұрын

    • Thanks!

      @welcomeaioverlords@welcomeaioverlords Жыл бұрын

  • Finally explained by somebody whose English I can understand.

    @3rdman99@3rdman9911 ай бұрын

  • You make it easy and clear. subscibed!

    @wassilanezzar6816@wassilanezzar68163 жыл бұрын

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

    @Jonathan1028@Jonathan1028 Жыл бұрын

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

    @jamespaz4333@jamespaz43333 жыл бұрын

  • excellent video, well explained

    @fanzhang3291@fanzhang32914 жыл бұрын

  • 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.

    @realzz6900@realzz69006 ай бұрын

  • Well done it was great:) thank you.

    @osmanyasar9602@osmanyasar96022 жыл бұрын

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

    @max_ishere@max_ishere Жыл бұрын

  • Great video!

    @xuezhao3841@xuezhao38413 жыл бұрын

  • Great Video

    @hrsight@hrsight2 жыл бұрын

  • BIG THANKS!

    @hasnaaelshennawy@hasnaaelshennawy3 жыл бұрын
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