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Simple Explanation of AutoEncoders 

WelcomeAIOverlords
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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
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19 июн 2024

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Комментарии : 170   
@vitezslavslavik6662
@vitezslavslavik6662 Год назад
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 года назад
i feel calm when learning autoencoders from this video..u get the content and 10min of meditation :)
@lukevassor7743
@lukevassor7743 3 года назад
This man has the velvet tones of Matt Damon - sound very similar!
@lionelshaneyfelt5607
@lionelshaneyfelt5607 3 года назад
good energy
@timothykamden9661
@timothykamden9661 2 года назад
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
@samirford7596
@samirford7596 2 года назад
@Timothy Kamden Instablaster :)
@timothykamden9661
@timothykamden9661 2 года назад
@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 года назад
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
@evanshlom1
@evanshlom1 10 месяцев назад
Mastery
@johnspivack6520
@johnspivack6520 8 месяцев назад
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 8 месяцев назад
That's very kind of you to say--thanks!
@jamesr141
@jamesr141 Год назад
The best AI explainer on RU-vid.
@nicelander
@nicelander 4 года назад
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 года назад
That makes my day-thanks for sharing Pétur!
@zswag007
@zswag007 5 месяцев назад
@@welcomeaioverlordsyou have made my day. Thanks!
@mastayoda01
@mastayoda01 4 года назад
This is great content Zak, I see a bright future in your channel!
@itsparm6533
@itsparm6533 2 года назад
Great video, super clear. Love that you added some applications and that it didn't go too long.
@franks_nl
@franks_nl 3 года назад
I'm happy to have found this channel. Great explanation!
@goelnikhils
@goelnikhils Год назад
What terrific explanation of a complex concept. Amazing.
@iqraqkamal6300
@iqraqkamal6300 3 года назад
Calm and Insightful! Thank you so much!
@jeffreyclem5953
@jeffreyclem5953 3 года назад
It's like he's calmly explaining into the fiery chaos of my soul
@faisalalsrheed82
@faisalalsrheed82 4 года назад
By far this is the best video explaining AutoEncoders, happy to found your channel.
@jonathanmcneill4993
@jonathanmcneill4993 4 года назад
Thank you. I've not seen a good breakdown of autoenconders before and didn't quite understand they did. I appreciate this video!!
@ogoshi
@ogoshi 3 года назад
Hands down the best autoencoder explanation! Thank you :)
@saharshayegan
@saharshayegan Год назад
This was the best explanation of autoencoders I've seen so far! Thank you for the high-quality content!
@janzaibmbaloch5484
@janzaibmbaloch5484 4 года назад
Great explanation, u were not in a hurry like others. plus, very good color grading.
@sunshinebabe6203
@sunshinebabe6203 3 года назад
Amazing video, visual explanations and content! Love it. Thank you so much!
@sathyakumarn7619
@sathyakumarn7619 2 года назад
Concise and detailed. Thank you for the efforts!
@haroldsu1696
@haroldsu1696 4 года назад
crystal clear explaining the structure of data , which makes me confused for a while . Thank you.
@bhattbhavesh91
@bhattbhavesh91 4 года назад
Hey Zak, Thanks for such an informative video!
@evvolita
@evvolita 4 года назад
Great tempo and a clear explanation. Thanks!
@mohammadmahdisamei4344
@mohammadmahdisamei4344 2 года назад
This was a good video, and I loved cozy and classical them. The content was brief and understandable. Well done.
@toddkaiser9461
@toddkaiser9461 3 года назад
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!
@abishek9133
@abishek9133 3 года назад
Wow.... Your teaching has some kinda serenity and calmness. Zen teaching.
@nilsfunk3875
@nilsfunk3875 4 года назад
Wow your videos are great! Super well explained and a ton of fun to watch. Thanks!
@MrHeatification
@MrHeatification 3 года назад
Best explanation of an autoencoder on YT, honestly!
@Simar2222
@Simar2222 Год назад
This was a very eloquent explanation and the way you teach makes it easier to understand. Well donoe!
@andrewblyth3776
@andrewblyth3776 2 года назад
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.
@welcomeaioverlords
@welcomeaioverlords 2 года назад
Glad to see Elder get some love!
@SuperIdo1
@SuperIdo1 4 года назад
Clearly explained, detailed enough to be useful, but not a 1-hour lecture. Subscribed!
@jlee-mp4
@jlee-mp4 5 месяцев назад
Holy shit. Never have I watched a RU-vid 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 🙏
@hackercop
@hackercop 2 года назад
The spiral analogy was very good. You really explained this to me, have liked and subscribed!
@josephinepicot1872
@josephinepicot1872 3 года назад
Really liked your work, clear, chill, good music in the intro 👌
@svengunther7653
@svengunther7653 2 года назад
Thanks. This video is amazing. So well explained and enjoyable to watch!
@thelonespeaker
@thelonespeaker 2 года назад
Your voice is soothing I feel safe learning anything from this channel
@MohsenaAshraf
@MohsenaAshraf 3 года назад
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
@yunuskocyigit6681
@yunuskocyigit6681 4 года назад
‪Thanks 🙏 Coolest video of Autoencoders‬!
@RenneAtha
@RenneAtha 4 года назад
Great video, excellent explanation. Thanks so much!
@satyendrakumarsingh7983
@satyendrakumarsingh7983 3 года назад
A great explanation sir. Too great video! I am very much benefitted. Thanks.
@addisonmartin4313
@addisonmartin4313 Год назад
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.
@mohammadrahmani5786
@mohammadrahmani5786 2 года назад
Unbelievably good. Thank you
@JRabba1995
@JRabba1995 4 года назад
Subscribed. Thank you for this great explanation.
@garethmolw3403
@garethmolw3403 4 года назад
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.
@szymonk.7237
@szymonk.7237 3 года назад
Thank you - best explanation ! Now i understand whats the idea behind autoencoders 🙂
@rohitdatla724
@rohitdatla724 4 года назад
love that, u start off explaining with coffee and some music :D
@lxing490
@lxing490 3 года назад
excellent and insightful explanations of autoencoders
@jayp9158
@jayp9158 Год назад
Wow, just wow. This was an incredible explanation.
@danial_amini
@danial_amini 2 года назад
You are a life saver Zak!
@michaelwirtzfeld7847
@michaelwirtzfeld7847 3 года назад
Clear and concise. Thank you.
@ramalingeswararaobhavaraju5813
@ramalingeswararaobhavaraju5813 4 года назад
Thank you sir Welcome AIOverlords sir.
@MathPhysicsFunwithGus
@MathPhysicsFunwithGus 6 месяцев назад
This is one of the best explanations I have seen! Great video!
@jarno_r
@jarno_r Год назад
This was such an incredibly good explanation.
@sahilkakkar5628
@sahilkakkar5628 2 года назад
Very Insightful Video, thank you.
@rocku354
@rocku354 2 года назад
Excellent explanation! Thanks much!
@boira_dani
@boira_dani 2 года назад
Excellent and calm explanation, thanks! :)
@sm-pz8er
@sm-pz8er Месяц назад
That's very informative and well explained video. Great job and thank you.
@jonathanmcwilliams6201
@jonathanmcwilliams6201 3 года назад
Solid explanation and really good production on video.
@BlaineBateman
@BlaineBateman 4 года назад
Nicely done, thank you.
@jaeseo825
@jaeseo825 2 года назад
What a clear explanation! thank you
@vgreddysaragada
@vgreddysaragada 10 месяцев назад
Very well explained..Thank you so much
@vladkizel2370
@vladkizel2370 2 месяца назад
great channel! thank you for the awesome explanation!
@jaredschmal3347
@jaredschmal3347 2 года назад
Excellent explanation!
@realzz6900
@realzz6900 8 месяцев назад
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.
@henkjekel4081
@henkjekel4081 11 месяцев назад
Man, I love your content. You speak in such a nice way, great presenter, keep it up!:)
@JGyanRaj
@JGyanRaj 3 года назад
Just amazing way of explaining
@AM-jx3zf
@AM-jx3zf 3 года назад
very calm.very articulate. liked.
@khadijasitabkhan3443
@khadijasitabkhan3443 3 года назад
Thank you! Got the idea in 10 mins!
@bonnie2781
@bonnie2781 3 года назад
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.
@welcomeaioverlords
@welcomeaioverlords 3 года назад
That's great to hear, thanks Bonnie!
@milanfaizal
@milanfaizal 3 года назад
Thank you. This is awesome!
@wege8409
@wege8409 2 года назад
Nice to see so many people making use of 3B1B's visual engine
@venkataraghavansolium5423
@venkataraghavansolium5423 2 года назад
Beautiful explonation of autoencoder
@LakesideRyan
@LakesideRyan 11 месяцев назад
Very well put, thank you
@davidfield6317
@davidfield6317 Год назад
Excellent video
@raghuvarantyson5423
@raghuvarantyson5423 4 года назад
Wahh ! Well Explained by Guruji!
@craigmunday3707
@craigmunday3707 2 года назад
Excellent tutorial
@adarshsharma8039
@adarshsharma8039 Месяц назад
amazingly explained
@wassilanezzar6816
@wassilanezzar6816 3 года назад
You make it easy and clear. subscibed!
@yegounkim1840
@yegounkim1840 Год назад
Great explanation! Straight to the point
@welcomeaioverlords
@welcomeaioverlords Год назад
Thanks!
@yusifaghalar6529
@yusifaghalar6529 Год назад
Great job!
@carlosedubarreto
@carlosedubarreto 2 года назад
amazing explanation, I even understood.
@tigranmargaryan8031
@tigranmargaryan8031 2 года назад
Your videos are great!
@matthewyoung3377
@matthewyoung3377 Год назад
amazing explanation
@fanzhang3291
@fanzhang3291 4 года назад
excellent video, well explained
@ventacode
@ventacode 2 месяца назад
One of the best explanation ever
@xuezhao3841
@xuezhao3841 3 года назад
Great video!
@b.o.e.t.h.i.u.s
@b.o.e.t.h.i.u.s Год назад
Great explanation
@rajdeepbiswas8912
@rajdeepbiswas8912 3 года назад
I was looking for this exact channel. Thank you for existing! Can you PLEASE do a video on LSTMs?
@bradleywoolf3351
@bradleywoolf3351 9 месяцев назад
thank you, best explanation yet
@AlejandroPimentel
@AlejandroPimentel 2 года назад
He is the Joe Pera of Deep Learning :P, this was well explained and almost took all my stress away...
@urirolls9936
@urirolls9936 3 года назад
Fantastic!
@harshitsoni2718
@harshitsoni2718 2 года назад
Explanation is on next level 🤟
@pietheijn-vo1gt
@pietheijn-vo1gt 2 года назад
Very good video!
@3rdman99
@3rdman99 Год назад
Finally explained by somebody whose English I can understand.
@sonubetaa
@sonubetaa 2 месяца назад
Awesome Video
@hrsight
@hrsight 2 года назад
Great Video
@passionatechristianworker
@passionatechristianworker Месяц назад
very helpful, thank you !
@nicholasmarshall7229
@nicholasmarshall7229 2 года назад
This is fantastic.
@MsKakashi2012
@MsKakashi2012 2 года назад
great video subscribed!!
@sandeepm625
@sandeepm625 3 года назад
nicely explained
@osmanyasar9602
@osmanyasar9602 2 года назад
Well done it was great:) thank you.
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