Simple Explanation of AutoEncoders
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- เผยแพร่เมื่อ 12 มิ.ย. 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!
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 🙏
Clearly explained, detailed enough to be useful, but not a 1-hour lecture. Subscribed!
The best AI explainer on TH-cam.
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!
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!
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.
It's like he's calmly explaining into the fiery chaos of my soul
crystal clear explaining the structure of data , which makes me confused for a while . Thank you.
By far this is the best video explaining AutoEncoders, happy to found your channel.
Hey Zak, Thanks for such an informative video!
Great video, super clear. Love that you added some applications and that it didn't go too long.
This was the best explanation of autoencoders I've seen so far!
Thank you for the high-quality content!
This is great content Zak, I see a bright future in your channel!
Thank you. I've not seen a good breakdown of autoenconders before and didn't quite understand they did. I appreciate this video!!
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!
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!
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.
love that, u start off explaining with coffee and some music :D
Wow.... Your teaching has some kinda serenity and calmness. Zen teaching.
This was a very eloquent explanation and the way you teach makes it easier to understand. Well donoe!
This was a good video, and I loved cozy and classical them. The content was brief and understandable. Well done.
I'm happy to have found this channel. Great explanation!
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
Best explanation of an autoencoder on YT, honestly!
Hands down the best autoencoder explanation! Thank you :)
What terrific explanation of a complex concept. Amazing.
This is one of the best explanations I have seen! Great video!
The spiral analogy was very good. You really explained this to me, have liked and subscribed!
Really liked your work, clear, chill, good music in the intro 👌
Great explanation, u were not in a hurry like others. plus, very good color grading.
Man, I love your content. You speak in such a nice way, great presenter, keep it up!:)
Great tempo and a clear explanation. Thanks!
Calm and Insightful! Thank you so much!
Wow your videos are great! Super well explained and a ton of fun to watch. Thanks!
Wow, just wow. This was an incredible explanation.
You are a life saver Zak!
Concise and detailed. Thank you for the efforts!
Amazing video, visual explanations and content! Love it. Thank you so much!
Finally explained by somebody whose English I can understand.
Thanks. This video is amazing.
So well explained and enjoyable to watch!
Unbelievably good. Thank you
He is the Joe Pera of Deep Learning :P, this was well explained and almost took all my stress away...
Excellent explanation! Thanks much!
That's very informative and well explained video. Great job and thank you.
A great explanation sir. Too great video! I am very much benefitted. Thanks.
such a calming voice and personality, you should also do sleep hypnosis videos
This was such an incredibly good explanation.
Thank you! Got the idea in 10 mins!
Thank you sir Welcome AIOverlords sir.
Happy to see Hong Kong in the video. (Hong Kong, UK)
Thanks 🙏 Coolest video of Autoencoders!
Thank you - best explanation ! Now i understand whats the idea behind autoencoders 🙂
One of the best explanation ever
Solid explanation and really good production on video.
Great video, excellent explanation. Thanks so much!
Very Insightful Video, thank you.
excellent and insightful explanations of autoencoders
Very well explained..Thank you so much
It felt like a movie. I was so involved. Thank you!
Subscribed. Thank you for this great explanation.
Great explanation! Straight to the point
Thanks!
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.
Excellent and calm explanation, thanks! :)
great channel! thank you for the awesome explanation!
Beautiful explonation of autoencoder
I was looking for this exact channel. Thank you for existing! Can you PLEASE do a video on LSTMs?
Excellent explanation!
What a clear explanation! thank you
Clear and concise. Thank you.
Nicely done, thank you.
thank you, best explanation yet
Explanation is on next level 🤟
amazing explanation, I even understood.
very calm.very articulate. liked.
Wahh ! Well Explained by Guruji!
Excellent tutorial
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
Your videos are great!
Excellent video
Very well put, thank you
amazingly explained
amazing explanation
I finally found someone who seems equivalent to Andrew NG or Salman Khan. Awesome explanation.
Great explanation
Great video!
Thank you. This is awesome!
Great job!
Well done it was great:) thank you.
excellent video, well explained
This is fantastic.
Very good video!
great video subscribed!!
very helpful, thank you !