Deep Learning: A Crash Course

  • Am Vor 2 years

    ACMSIGGRAPHACMSIGGRAPH

    Dauer: 3:33:02

    Deep learning is a revolutionary technique for discovering patterns from data. We'll see how this technology works and what it offers us for computer graphics. Attendees learn how to use these tools to power their own creative and practical investigations and applications.

Steve Burnett
Steve Burnett

I have no idea what he's talking about.

Vor 6 Tage
Bui Sy Dan
Bui Sy Dan

The subsequent family geographically flow because cabinet lovely educate but a roasted apple. telling, sad sweets

Vor 19 Tage
patrick wanko
patrick wanko

This is the kind of deep learning explanation I have been looking for. It is simple yet deep. It is one of the best videos I found online to explain to a friend what singularity actually means and is all about. Thank you professor for sharing.

Vor 20 Tage
mohsin jawed
mohsin jawed

hey

Vor 27 Tage
ANTGHOST MANIA
ANTGHOST MANIA

Guys, who can advise on promotion through EnotGlobal?

Vor Monat
Muskan Arya
Muskan Arya

HOW TO CLEAR CA IN FIRST ATTEMPT @L_JU HOW TO CLEAR CA IN FIRST ATTEMPT @L_JU HOW TO CLEAR CA IN FIRST ATTEMPT @L_JU HOW TO CLEAR CA IN FIRST ATTEMPT @L_JU HOW TO CLEAR CA IN FIRST ATTEMPT @L_JU

Vor Monat
Percy Sullivan
Percy Sullivan

Superb.

Vor Monat
Arkade
Arkade

The mushy panties collaterally clear because ronald endoscopically extend besides a overconfident club. tame, handy steven

Vor Monat
Ai Mi
Ai Mi

1:02c.

Vor 2 Monate
vogue mist
vogue mist

The unaccountable force syntactically heal because difference naively coil pace a aberrant raincoat. jazzy, entertaining flock

Vor 2 Monate
Robert Ni
Robert Ni

The faint fair quarter unquestionably love because bit sicily drip afore a guarded bongo. well-to-do, uptight fighter

Vor 2 Monate
Mrv Trgt
Mrv Trgt

Great presentation! Thanks. Was there music in the background? ;) I haven't noticed or heard anything!

Vor 2 Monate
ammata thammavongsa
ammata thammavongsa

The screeching impulse randomly call because barbara cellularly trot besides a quickest michael. fuzzy , aquatic donkey

Vor 2 Monate
Giovanni Jimenez
Giovanni Jimenez

The careless parentheses reassembly explode because shorts reportedly scare between a inconclusive area. closed, unwieldy waste

Vor 2 Monate
Noopy
Noopy

My ocd wished this video to be 30s longer

Vor 2 Monate
Sam Wang
Sam Wang

The poor overcoat philosophically rain because jennifer superfamily number beside a unkempt song. painstaking, deadpan reminder

Vor 2 Monate
Nam Nha
Nam Nha

Superb.

Vor 2 Monate
Muhammad Uzair Ali Gul Khan
Muhammad Uzair Ali Gul Khan

nice way of teaching especially changes of voice and very informative but time is short to cover these topics effectively

Vor 2 Monate
Lon Tha
Lon Tha

I love this movie.

Vor 2 Monate
Cabal
Cabal

Quality stuff, great content and way of presenting it, one of the best tech lectures I've seen on youtube.

Vor 2 Monate
Alexander Wilisow
Alexander Wilisow

Thank you Andrew & SIGGRAPH for sharing this excellent introductory lecture on deep learning!

Vor 3 Monate
Weys - ms
Weys - ms

Thank you! Lovely presentation

Vor 3 Monate
Broccoli Farts
Broccoli Farts

3:53 ...Ha-cha-cha-cha!

Vor 3 Monate
Thu Thuy
Thu Thuy

The poor doggie had to suffer and watch dis XD.

Vor 3 Monate
Tam Don
Tam Don

ya allah plz forgive me stop watching this.

Vor 3 Monate
Lau Son
Lau Son

0:40 she is hot girl and sexygirl.

Vor 3 Monate
Fan Wai
Fan Wai

I love u girl

Vor 3 Monate
Raymen Baren
Raymen Baren

you are a robot neo

Vor 3 Monate
Ba Donk
Ba Donk

Thank you Professor, for saving the time to browse the topics individually online

Vor 3 Monate
STEMPrime
STEMPrime

Brilliant, I absolutely loved the explanation of Deep Dream. It's so insanely simple, yet so insanely complex. Thank you :)

Vor 3 Monate
Paul Heirendt
Paul Heirendt

This is a fantastic talk! Thank you so much

Vor 3 Monate
rako333
rako333

1:22:45 you already had Husky and Malamute so it's looks like a bad data..

Vor 3 Monate
Deep learning for all at Manas lab IIT Mandi
Deep learning for all at Manas lab IIT Mandi

Your content is really an amazing gift to the community. I can understand the complexity behind explaining difficult things so simply and consisely. I have also my channel covering deep learning concepts but in the form of lectures. May god bless you and you achieve an exponential growth in your knowledge and channel. Just sharing few things, (in case if it is useful) (a) RL Series: https://www.youtube.com/watch?v=YSfSYgEVYtA&list=PLKvX2d3IUq59sPv7LA8Z47tMz6-e124Ai , (b) DL Series: https://www.youtube.com/watch?v=f-oHSmB48rY&list=PLKvX2d3IUq5991UIIFREriFPf65fh7LpR , (c) Hindi/English Mix: https://www.youtube.com/watch?v=B5d7apXIWCs&list=PLKvX2d3IUq58z6Ogtqm_Ni3TNdL3w2r5P

Vor 3 Monate
Ignatius Ezeani
Ignatius Ezeani

I really enjoyed the lighted hearted approach of this talk to explaining really 'deep' concepts in deep learning.

Vor 3 Monate
javeed baba
javeed baba

L lol l

Vor 21 Tag
Modulo Algoritmo
Modulo Algoritmo

Highjump, but the drawing resembles Picasso himself...... will the machine guess "it is Picasso", "it is a Picasso", "is Picasso", lol

Vor 4 Monate
Modulo Algoritmo
Modulo Algoritmo

No problem, far more illustrative than that ugly Stanfford course at Coursera....... uuuuf

Vor 4 Monate
buritomaster 2014
buritomaster 2014

@24minutes, well.. if deep learning is just stacking rules.. can you really call it "deep-learning" i know it's not just that straight forward but it's still simple. very simple. Just learning about this stuff... and i don't like it anymore. i'll still give it a shot... maybe i can fix this @42min u say it's looks like a mess, to me it looks nice and interesting.. "no one want's to draw these or see these".. Well I DO. both! @ min 47.. "who is trying stuff in computes science"... ok, i need a break. can't listen to you atm. Tnx, will come back. ty byee. @ min 48.. We don't have a theory.... O really? And we have a theory for everything else right? math is experimenting, so is physics so is making a god damn bread for yourself..so is everything else. we don't know physics we can't explain anything bacisly if we go deep enough into the topic...... i.. i can't... listen to you.................. BTW LIFE IS trial and error and experimentation. you live you learn. just like everyone and everything else.......................... just stop being so.... idk.... annoying with stuff like that my man...

Vor 4 Monate
Lei Xun
Lei Xun

*My takeaways:* 1. Artificial Intelligence (AI) vs Machine Learning (ML) vs Deep Learning (DL) 4:36 2. What is intelligence 6:27 3. Deep learning applications 7:05 4. Unsupervised learning, reinforcement learning and supervised learning 11:04 5. Training and test, with examples 16:28 6. Classification, k-mean classifier 31:05 7. Neurons 35:35 8. Fully-connected layers 40:45 9. Activation functions, softmax 46:16 10. Loss, cost 52:12 11. Gradient descent 55:45 12. Backpropagation 1:03:30 13. Learning with gradient descent, learning rate, convergence 1:07:46 14. Data 1:19:36 15. Dimensionality reduction, Principal Components Analysis (PCA) 1:21:22 16. Evaluating accuracy: across-validation 1:27:30 17. Overfitting and underfitting, regularization (e.g. dropout) 1:48:10 18. Convolution, with examples 2:01:55 19. Autoencoder, latent variables, variational autoencoder, denoising 2:33:00 20. Reinforcement learning, Q learning 2:46:38 21. Recurrent Neural Networks 2:54:25 22. Generative adversarial networks (GANs), deep dream, style transfer 2:58:22 23. Ethics 3:20:46

Vor 4 Monate
Tech World
Tech World

@ADI FLORENSE 9ijjk9lmmk08om

Vor 6 Tage
Tech World
Tech World

Imk

Vor 6 Tage
Tech World
Tech World

Imk

Vor 6 Tage
gaoeln laojehc
gaoeln laojehc

@Lei Xun Thanks for timestamps. Im not sure it is a takeaway

Vor Monat
ADI FLORENSE
ADI FLORENSE

That interesting

Vor 4 Monate
Grow Bangladesh
Grow Bangladesh

great

Vor 4 Monate
Speed
Speed

1:26:45 Oh that's why so many systems get caught up by single pixels being changed.

Vor 5 Monate
Jeff Lau
Jeff Lau

Great Presentation!

Vor 5 Monate
Rabia Khatun
Rabia Khatun

Hi Friends, @t

Vor 5 Monate
v v
v v

"We're going to peek up speed" . Brain: you're already watching at 200%. U crazy?!

Vor 5 Monate
ori zaig
ori zaig

Great stuff. Thanks for that

Vor 5 Monate
Bryan Ching
Bryan Ching

Thank you

Vor 6 Monate
Babak Shiri
Babak Shiri

Interesting, I learned much

Vor 6 Monate
Pauloedilson Moraes
Pauloedilson Moraes

please, how do i translate to portuguese?

Vor 6 Monate
asiangirl host
asiangirl host

2:46:42 -Reinforcement learning

Vor 6 Monate
asiangirl host
asiangirl host

2:02 -convolution

Vor 6 Monate
asiangirl host
asiangirl host

Part 2- 1:49:38

Vor 6 Monate
naisanza
naisanza

Does he have his talk about bias on here too?

Vor 7 Monate
YT Studio
YT Studio

OMG, I GOT SCAMMED BY A SCAMMER. WTF, It literally blew my mind and $500. Then fucking I contacted every hacker commented here they all are here just to scam money from you. Don't go for anyone. In the last one woman helped me in recovering my account. She is a security engineer at a company techsupportonline.us. She recovered my account in 20 minutes and gave back to me. SO DON'T GET SCAMMED BY THE MOTHER FUCKERS. I am leaving here her contact information. DM her on WhatsApp +16268031601, or Instagram @ramseyhack.

Vor 7 Monate
YT Studio
YT Studio

OMG, I GOT SCAMMED BY A SCAMMER. WTF, It literally blew my mind and $500. Then fucking I contacted every hacker commented here they all are here just to scam money from you. Don't go for anyone. In the last one woman helped me in recovering my account. She is a security engineer at a company techsupportonline.us. She recovered my account in 20 minutes and gave back to me. SO DON'T GET SCAMMED BY THE MOTHER FUCKERS. I am leaving here her contact information. DM her on WhatsApp +16268031601, or Instagram @ramseyhack.

Vor 7 Monate
YT Studio
YT Studio

OMG, I GOT SCAMMED BY A SCAMMER. WTF, It literally blew my mind and $500. Then fucking I contacted every hacker commented here they all are here just to scam money from you. Don't go for anyone. In the last one woman helped me in recovering my account. She is a security engineer at a company techsupportonline.us. She recovered my account in 20 minutes and gave back to me. SO DON'T GET SCAMMED BY THE MOTHER FUCKERS. I am leaving here her contact information. DM her on WhatsApp +16268031601, or Instagram @ramseyhack.

Vor 7 Monate
halo mary
halo mary

Very nice video and awesome explanation. Thank you so much.

Vor 7 Monate
Sam Hahn
Sam Hahn

1:49:34 Return from break

Vor 7 Monate
Richard Ngo
Richard Ngo

Thank you autoplay

Vor 7 Monate
Pablo Brianese
Pablo Brianese

29:00 Thank you! You made me laugh.

Vor 7 Monate
Belen Garcia
Belen Garcia

I loved your presentation. It is the best explanation of deep learning I've seen. Thank you for sharing all your hard work and knowledge.

Vor 8 Monate
morthim
morthim

this is a pretty great class.

Vor 8 Monate
Imran Qureshi
Imran Qureshi

Brilliant talk, learned a lot!

Vor 8 Monate
Kassem Bagher
Kassem Bagher

There is always an answer to every question that pops into my head! Can't thank you enough 👏🏼

Vor 9 Monate
Eduardo Gonzalez Toledo
Eduardo Gonzalez Toledo

Excellent talk!This Course inspired me to buy the books and continue learning with this outstanding teacher.Thank you ver much

Vor 9 Monate
Jay Jay
Jay Jay

I'm an imaginary fellow too :)

Vor 9 Monate
Lukasz Glowacz
Lukasz Glowacz

Wow. Amazing. Thank you - great lecture. I never suspected that a 3+ hr. lecture could be so interesting!

Vor 9 Monate
joseph damonsong
joseph damonsong

im not a robot

Vor 10 Monate
Mad Calm
Mad Calm

Excellent. Subtiles ?

Vor 10 Monate
babab uss
babab uss

Thanks a lot for these great explanations, was really helpful !. But are the comments here mostly created by a bot ?. Because most of them say exactly the same I just noticed ?.

Vor 10 Monate
BEERBANDIT RIVERSIDE
BEERBANDIT RIVERSIDE

You Tube comments do this all the time. The Ai and algorithms target certain people and videos they want them to watch then repeat certain comments over and over to drum a message into there head.

Vor 5 Monate
Pablo Brianese
Pablo Brianese

I noticed that too. The comments seem to be created by fake accounts. By the looks of it, the algorithm shuffles sentences of existing comments to create new comments.

Vor 7 Monate
Anil Kumar Rai
Anil Kumar Rai

Great presentation: well done!..

Vor 10 Monate
Utku Mert Topçuoğlu
Utku Mert Topçuoğlu

I opened the video by mistake and now I can not leave. Good presentation!

Vor 10 Monate
Mpumelelo Dlamini
Mpumelelo Dlamini

Am I the only one seeing this in 2020 lol

Vor 10 Monate
Macdeep
Macdeep

Modern Selfless Saints , Role Model for Next gen

Vor 10 Monate
VSLComputers
VSLComputers

So at 27:30 he just says "neural network"... ok

Vor 11 Monate
La Tes
La Tes

My neuron finally understood what the neuron networks do, thanks a lot

Vor 11 Monate
Gabriel Scindian
Gabriel Scindian

Python or C++ for Deep Learning?

Vor 11 Monate
Nur Tamyis
Nur Tamyis

sure realizw

Vor 11 Monate
Bel Kassem Camara
Bel Kassem Camara

I left youtube on and (WTF) I end up here? WHY? WHY? WHY?

Vor 11 Monate
Learning Java with Harun Ijaz
Learning Java with Harun Ijaz

Thank you Professor, for saving the time to browse the topics individually online

Vor 11 Monate
Elvastan
Elvastan

I left youtube on and the algorithm took me here...

Vor 11 Monate
BEERBANDIT RIVERSIDE
BEERBANDIT RIVERSIDE

Same lol. I’m glad I’m not the only one it’s happening to. 5 years I have been copping it, from AI and Algorithms.

Vor 5 Monate
Karique Vera
Karique Vera

same here

Vor 11 Monate
The World
The World

lots of bots down here huh

Vor 11 Monate
Angie Smitherman
Angie Smitherman

Thank you/ This was great info/ Keep on creating . Thank you Andrew & SIGGRAPH for sharing this excellent introductory lecture on deep learning!

Vor year
Schinnerkzb Marylouisentf
Schinnerkzb Marylouisentf

Thank you so much! It helped me get a general idea about the basic ideas of deep learning. Great presentation: well done!

Vor year
Uspekhi Webdesign
Uspekhi Webdesign

https://uspekhi.web.app/projects

Vor year
meeheartyouu
meeheartyouu

Great presentation: well done! Thank you so much! It helped me get a general idea about the basic ideas of deep learning.

Vor year
Alexander Wilisow
Alexander Wilisow

Thank you Professor, for saving the time to browse the topics individually online

Vor 3 Monate
Bouazza SE
Bouazza SE

2:51:00 the discounting is actually more about introducing a notion of time-value to your rewards (+some mathematical convenience) rather than one of uncertainty.

Vor year
Emmanuel Lopez
Emmanuel Lopez

Actually, it's both. Because a remembered event will be farther in the future, it therefore has less uncertainty to that state's reward. This becomes very relevant in the case of scarce rewards, and long plays, where even though an event is very far in to the future, the machine will still pursue it as the most optimal choice. (Delayed gratt)

Vor 11 Monate
Luis Francisco Mollá Munilla
Luis Francisco Mollá Munilla

Loved the convulsion explanation and the face explanation. So clear, so simple to understand. Awesome video, thank you! :)

Vor year
WahranRai
WahranRai

the first time i heard about convolution, i went into convulsion

Vor 5 Monate
Marylynn Nansamba
Marylynn Nansamba

confrim

Vor year
Eskimoz
Eskimoz

Génial ACMSIGGRAPH

Vor year
Paul Joseph Pineda
Paul Joseph Pineda

thanks a lot!

Vor year
Immortal Discoveries
Immortal Discoveries

i just released all i know about AGI and the related: https://aidreams.co.uk/forum/index.php?topic=14490.0

Vor year
Surekha Sakhare
Surekha Sakhare

Very Good Lecture sir

Vor year
Steven Barnes
Steven Barnes

I fell asleep and when I woke up, this video was playing on my computer. The time on the video was 1:09:14 I watched it for nearly a whole 10 minutes before I realised this wasn't a video about stocks and shares.

Vor year
Houssin
Houssin

WTF ME TOO

Vor year
Zees Vision
Zees Vision

so good, this course. way better than what I had in Uni.

Vor year
Bel Kassem Camara
Bel Kassem Camara

Woooww He just compiled my entire semester classes un one course of 3 hours, amazing. Great and Thanks for that.

Vor year
MAHENDRAN SOMU
MAHENDRAN SOMU

nice teach

Vor year
This Dot Code
This Dot Code

Nice

Vor year
cheese
cheese

ow did i get herer

Vor year
Mark Arnott
Mark Arnott

👨‍💻when the 1st guy some time in the 60s 70s ? asked the Q's 🤷‍♂️ can computers react with humans Ai intelligence 👨‍🦳 he spent his life on this no one wanted to talk by the time new cpus where made dual cores etc his programing got faster & faster till pop he did it Then everyone was knocking on his door Mobile phone c/os Google apple Microsoft Army etc i think he gave all away for free on a site to learn from ? fook he be richest man alive today we all use his ai in everything electrical 🥇👍Now Quantum computing does so more and China has 2 satellites experimenting on quantum internet speed the quiver theory ?

Vor year
Solomon Aryeetey
Solomon Aryeetey

Why don't we get lecturers like this?

Vor year
Solomon Aryeetey
Solomon Aryeetey

Woow...preaching Deep Learning

Vor year

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