Simple Explanation of AutoEncoders
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- Опубліковано 14 тра 2024
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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.
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In a world of low quality and overly complex explanations, this is absolutely breath of a fresh air. Thank you for the video.
i feel calm when learning autoencoders from this video..u get the content and 10min of meditation :)
This man has the velvet tones of Matt Damon - sound very similar!
good energy
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@Timothy Kamden Instablaster :)
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Thanks so much you really help me out!
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
Mastery
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.
That's very kind of you to say--thanks!
This is great content Zak, I see a bright future in your channel!
Great video, super clear. Love that you added some applications and that it didn't go too long.
I'm happy to have found this channel. Great explanation!
Wow your videos are great! Super well explained and a ton of fun to watch. Thanks!
By far this is the best video explaining AutoEncoders, happy to found your channel.
Amazing video, visual explanations and content! Love it. Thank you so much!
The spiral analogy was very good. You really explained this to me, have liked and subscribed!
Concise and detailed. Thank you for the efforts!
crystal clear explaining the structure of data , which makes me confused for a while . Thank you.
Hands down the best autoencoder explanation! Thank you :)
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!
This was a good video, and I loved cozy and classical them. The content was brief and understandable. Well done.
Thank you. I've not seen a good breakdown of autoenconders before and didn't quite understand they did. I appreciate this video!!
Calm and Insightful! Thank you so much!
It's like he's calmly explaining into the fiery chaos of my soul
Really liked your work, clear, chill, good music in the intro 👌
What terrific explanation of a complex concept. Amazing.
Great tempo and a clear explanation. Thanks!
Thanks. This video is amazing.
So well explained and enjoyable to watch!
Best explanation of an autoencoder on YT, honestly!
Clearly explained, detailed enough to be useful, but not a 1-hour lecture. Subscribed!
Wow.... Your teaching has some kinda serenity and calmness. Zen teaching.
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
This was the best explanation of autoencoders I've seen so far!
Thank you for the high-quality content!
This was a very eloquent explanation and the way you teach makes it easier to understand. Well donoe!
Your voice is soothing
I feel safe learning anything from this channel
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.
Great explanation, u were not in a hurry like others. plus, very good color grading.
A great explanation sir. Too great video! I am very much benefitted. Thanks.
love that, u start off explaining with coffee and some music :D
The best AI explainer on UA-cam.
Hey Zak, Thanks for such an informative video!
Great video, excellent explanation. Thanks so much!
Thank you - best explanation ! Now i understand whats the idea behind autoencoders 🙂
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 :)
That makes my day-thanks for sharing Pétur!
@@welcomeaioverlordsyou have made my day. Thanks!
This is one of the best explanations I have seen! Great video!
I was looking for this exact channel. Thank you for existing! Can you PLEASE do a video on LSTMs?
Thanks 🙏 Coolest video of Autoencoders!
Subscribed. Thank you for this great explanation.
You are a life saver Zak!
Man, I love your content. You speak in such a nice way, great presenter, keep it up!:)
Wow, just wow. This was an incredible explanation.
This was such an incredibly good explanation.
Solid explanation and really good production on video.
Excellent and calm explanation, thanks! :)
excellent and insightful explanations of autoencoders
great channel! thank you for the awesome explanation!
Holy shit. Never have I watched a UA-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 🙏
What a clear explanation! thank you
That's very informative and well explained video. Great job and thank you.
Excellent explanation! Thanks much!
Unbelievably good. Thank you
Clear and concise. Thank you.
Very Insightful Video, thank you.
Thank you! Got the idea in 10 mins!
Thank you sir Welcome AIOverlords sir.
Nicely done, thank you.
Nice to see so many people making use of 3B1B's visual engine
You make it easy and clear. subscibed!
Just amazing way of explaining
very calm.very articulate. liked.
such a calming voice and personality, you should also do sleep hypnosis videos
Excellent explanation!
One of the best explanation ever
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.
Glad to see Elder get some love!
amazing explanation, I even understood.
Very well explained..Thank you so much
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.
That's great to hear, thanks Bonnie!
Very well put, thank you
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.
Thank you. This is awesome!
amazingly explained
Explanation is on next level 🤟
Excellent tutorial
Great explanation! Straight to the point
Thanks!
excellent video, well explained
amazing explanation
thank you, best explanation yet
very helpful, thank you !
Your videos are great!
Beautiful explonation of autoencoder
Excellent video
Wahh ! Well Explained by Guruji!
Great explanation
Well done it was great:) thank you.
I get it!!! Aaaaa I finally get it! Thanks so much 🙏
Great job!
He is the Joe Pera of Deep Learning :P, this was well explained and almost took all my stress away...
Happy to see Hong Kong in the video. (Hong Kong, UK)
Great video!
This is fantastic.
Finally explained by somebody whose English I can understand.
nicely explained
great video subscribed!!
Mann you are the best, thank youu
It felt like a movie. I was so involved. Thank you!