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4 жыл бұрын
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@muhammadrayanmansoor4301 22 күн бұрын
This man is great ❤
@vq8gef32 Ай бұрын
He is a real hero, I am watching his lessons : Love + AI === Andrej
@alaad1009 4 ай бұрын
Two amazing teachers !
@christiansmith-of7dt 4 ай бұрын
I dont even think about russia
@zardi9083 5 ай бұрын
Set playback speed to 2x to fully understand what is happening in Andrej's brain
@nastaran1010 5 ай бұрын
bad presentation...fast, sloppily speaking
@daffertube 5 ай бұрын
Great talk. Super underrated
@revimfadli4666 6 ай бұрын
Looks like it greatly outperforms LSTMs, so I wonder what's keeping it from being the next gold standard. Also bit of a shame it only blew up after Transformers replaced RNNs for mainstream purposes. With the recent surge of graph nets and massively multi agent learning, hope it'll get another chance to be used
@onamixt 6 ай бұрын
I watched the video as a part of Deep Learning Specialization. Sadly, it's way way over my head to comprehend much of what was said in the video.
@pocok5000 6 ай бұрын
the good old days when Musk wasn't a total nutjob
@jsfnnyc 7 ай бұрын
Best research advice ever!! "Read the literature, but not too much of it."
@mermich 7 ай бұрын
can I say that Ian Goodfellow is the GOAT in modern computer science? T.T
@user-sd6lc2qn5q 7 ай бұрын
You give what is a gem to the people around the world Sir Salute from Cambodia
@user-sd6lc2qn5q 7 ай бұрын
Thanks you so much Dr.
@surkewrasoul4711 8 ай бұрын
Hey And , Do you still accept donations by any chance, I am hoping for 720p videos from now on.
@ChandlerRandolph-yc5re 8 ай бұрын
very informative!
@suissdagout5153 8 ай бұрын
Missiles making
@postnetworkacademy 9 ай бұрын
Great legends are talking on great things.
@briancase9527 9 ай бұрын
I so agree with Hinton: have an idea and go for it. I took this approach with something other than AI, but it also worked. What do I mean? I mean, even though my idea wasn't revolutionary and totally worthwhile, I LEARNED A LOT by just going for it and programming the heck out of it. The practical experience I gained served me well--very well--in my first jobs. Remember: your purpose is to learn, and you can do that following your intuition--which is fun--or following someone else's--which is less fun.
@fabianmarin8514 9 ай бұрын
The two folks from which I've learned the most about AI. Thanks so much!
@PaulHigginbothamSr 9 ай бұрын
I think the difference between wake and sleep is during sleep it is in the testing phase and during wake it is the operative phase of learning.
@Desu_Desu 10 ай бұрын
This is amazing concept, we’re keeping borrowing solutions from biological systems, but no wonder, they had million of years to solve all those problems before us already
@wk4240 10 ай бұрын
Seriously doubt Geoffrey Hinton considers himself a hero - more like Dr. Frankenstein now. He's doing his part to spread the word on the dangers of reliance on AI.
@YashVinayvanshi-nq2ug 10 ай бұрын
Great
@yunoletmehaveaname 10 ай бұрын
Another way I learned to do textual substitution would be the same as saying x[x := (x v x+1)][ x := (x v x+1)] in which case you would get the first substitution (x v x+1)[ x := (x v x+1)] Then the second substitution (x v (x) +1) v (x+1 v (x+1) +1) Then combining and removing unnecessary parentheses and repeated x+1 gets the same value as the video x v x+1 v x+2
@gangfang8835 10 ай бұрын
It took me a month to fully understand everything he discussed in this presentation (at a high level). I think this is the future. Would love to hang out and discuss if anyone is in Toronto.
@yunoletmehaveaname 11 ай бұрын
I've never herd someone speak so passionately about starting at 0
@Abhishekkumar-qj6hb 11 ай бұрын
So basically you guys are utilising the fleet for getting varied data and also ensuring if the model works fine and if it fails then again quickly train the model on those groups of datasets to make the model more robust!!! Interesting However how far are we from the moment where we kind of act well as humans do with just very few datasets ??? Cuz what we are doing is statistical inference on the basis of large datasets ! So it's basically good datasets and good compute as mentioned earlier
@futureprogress 11 ай бұрын
Maybe the cake... wasn't a lie
@smithwill9952 Жыл бұрын
Genius play respect to genius.
@kavorka8855 Жыл бұрын
What a charlatan, Elon Musk! This guy is basically full of BS, knows absolutely NOTHING about AI other than basic, layman info, yet he finds himself everywhere, pretending to know things. The real founders of Tesla talked about his ego and attention seeking mindset.
@Gabcikovo Жыл бұрын
10:58 global community
@Gabcikovo Жыл бұрын
10:57
@shantanuraj7086 Жыл бұрын
Excellent interview. Down to earth, straight, and lot of information in this interview. Great work Andrew Ng with your contributions.
@calmhorizons Жыл бұрын
Parachuting in from the future to confirm that we have now unleashed this alchemy onto the public in pursuit of seed capital. What a time to be alive...
@Gabcikovo Жыл бұрын
2:48 both players are neural networks
@Gabcikovo Жыл бұрын
5:16
@Gabcikovo Жыл бұрын
5:26 the goal of the generator is to fool the discriminator
@Gabcikovo Жыл бұрын
5:30 eventually the generator is forced to produce data as true as possible
@Gabcikovo Жыл бұрын
Uhrik and Putin cried bitter tears
@Gabcikovo Жыл бұрын
3:10 one of the players is trained :) to do the best as possible on the worst possible input
@theLowestPointInMyLife Жыл бұрын
Walt and Gale vibes
@Gabcikovo Жыл бұрын
38:10 a thought is just a great big vector of neural activity
@Gabcikovo Жыл бұрын
38:19 people who thought that thoughts were symbolic expressions made a huge mistake.. what comes in is a string of words, and what comes out is a string of words, and because of that, strings of words are the obvious way to represent things, so they thought what must be in between was a string of words or something alike.. Hinton thinks there's nothing like a string of words in between, he thinks thinking of it as of some kind of language is as silly as the idea that understanding the layout of a spacial scene must be in pixels :))
@Gabcikovo Жыл бұрын
35:08 our relationship to computers has changed.. instead of programming them, we show them, and they figure it out
@Gabcikovo Жыл бұрын
36:04 :D
@Gabcikovo Жыл бұрын
18:00 2007 ignored Hinton and Bengio picked it up layer on
@Gabcikovo Жыл бұрын
0:19 Godfather 😎
@Gabcikovo Жыл бұрын
25:33
@hmthanhgm Жыл бұрын
Geoff Hinton is legendary
@shubharthaksangharsha6248 Жыл бұрын
2 legends in one frame
@riteshajoodha4401 Жыл бұрын
Wonderful, always a pleasure to hear you speak!
@rb8049 Жыл бұрын
So much intuition.
@-mwolf Жыл бұрын
10:55
@justchary Жыл бұрын
What an amazing presentation! Thank you
@Stopinvadingmyhardware Жыл бұрын
Probably because there’s an entire army of people blockading the whole thing, and they’re protected by the police.
@theSpicyHam Жыл бұрын
(lol) weak techs (taunt)
@Yenchantress1isaStarr Жыл бұрын
I am going to even watch this video; in its entirety, but I they are not ever in the same frame together.
@phillaysheo8 Жыл бұрын
"It's not rocket science or nuclear physics" 😀 "You just need to know linear algebra and calculus" 😔