MIT 6.S094: Introduction to Deep Learning and Self-Driving Cars

[@BehruzbekOtayev]

This guy is so brilliant. He will be a great podcaster one day.

[@simonsays...5061]

Lol

[@jpcolindesign517]

Ties are uncomfortable and distract from clear thought. He appears a lot more intelligent and focused on the science by not wearing one. Just a thought. :)

[@PimSlickins]

Haahaaa

[@thorsnightmare1123]

Omg dude- you’ll be astatic to know he had one! Lex podcast!!! :)

[@Menaceblue3]

Maybe get his Ukrainian American friend to help him teach....

[@jakekajakekaj]

Never thought I would be able to say I knew something that Lex did not. The traffic video in question is from Paris. Schooled.

[@li_tsz_fung]

At first I see, that's right hand traffic, not Tokyo / India. Then I thought, is that Arc de Triomphe? (I watch roundabouts)

[@edouardbaudouin9505]

Yep. I’m late to the party here but it’s more specifically taken from the top of the « Arc de Triomphe » looking down at the traffic on the roundabout around it. it’s called « place de l’étoile » or « place Charles de Gaulle » and is known for being a nightmare to drive around for any none Parisian driver (maybe even for a large number of Parisian drivers !)

[@ahaaha8462]

Also your parents’ name

[@ericwiese7479]

Lol

[@edratliff]

19:15

[@sascharankin2780]

It is congruently amazing to the topic that you are posting this online with the course materials on your website. Not many aspiring engineers and software designers get a chance to go to MIT and by making this open source you are providing a pathway not only for the future of AI and self-driving cars, but self-learning and the education revolution that is bound to happen. Thank you.

[@taylor92493]

Lots of free resources can be found on some of the websites of these colleges. Found some awesome texts!

[@trippsmclovin]

@@pearlrival3124 learn English.. lmao

[@naomipunkclan]

@@pearlrival3124 what do you mean ? of course it's a word. Explain incongruent in that case

[@hkleider]

"congruently amazing" doesn't mean anything

[@utubemewatch]

Maybe, ‘amazingly congruent’. Still, authoritarian language police may be correct at present, but the future always reveals them anachronistic and willfully blind. Language and words evolve over time and change meaning. Many great writers were surely physically abused by vicious grammar police in school.

[@TuxPanther]

I think it's the first time I see Lex without a tie.

[@ManyouRisms]

What a time to be alive. Thanks so much for these.

[@JQuattro]

I definitely learned a lot!

[@Dayvit78]

Ahh, another Two Minute Paper fan :)

[@dvorak2676]

@@Dayvit78 thought the same. "WHAT A TIME TO BE ALIVE!"

[@TheChipMcDonald]

Just imagine, 2 more papers from now, Lex will be a podcaster!

[@JJ-xf1fq]

This gent is a good lecturer -- explained intuitively, covering the important aspects well. Keep it up.

[@mshahzaib4195]

Great work, it's awesome of you guys to share all of the resources online with the general public.

[@SirPraiseSun]

great work of what? he is the enemy of civilians he is acia agent pushing nwo agendas

[@palanch89]

@@SirPraiseSun bro do something with your life, like make a difference or something, your past comments are visible

[@trees3987]

@@SirPraiseSun wtf

[@juliaalemao4425]

3:04 - 😅 Kinesiology student. I know, I shouldn't be here, but I would happily sit in for Lex's lectures even though I have no idea what y'all are talking about. Sunglasses and a mustache are certainly the prerequisites for me to enroll.

[@NetIdentity]

This is awesome lecture! I loved every bit of it. Thanks for open-sourcing this course.

[@Racerdew]

I also like to remind myself that English isn’t Lex’s first language. I try to imagine myself leading a lecture on a cutting edge topic at a top university entirely in Russian

[@themountain3461]

You also have to keep in mind that you didn't start learning Russian as an adult. The brain is extremely receptive to new information before age 13

[@kennymichaelalanya7134]

Im do glad I'm alive at a time where I get to consume knowledge from Lex Friedman podcasts. Thanks so much

[@lsb2623]

I have a few things to add. Try these in the programming: CRASH=BAD DRIVE [ME] TO [PIZZA]=GOOD AVOID CURB {RIMS} {PEOPLE FEET SMOOSH=NO}

[@BlazeDrew222]

16:32 lmao the Russian accent slip

[@hargunbeersingh8918]

This person should start a podcast, there is a high chance that it will get successful.

[@stepa1000000]

19:40 the video is recorded in Paris, champs elysees, the view is from the Arc de triomphe

[@TurplePurtle.]

FYI the crazy roundabout traffic video is from the Arc de Triomphe in Paris.

[@ErenYagdran]

I thought it is located in Barcelona

[@jonathanplasky5996]

Is there not lanes "lines" painted on purpose?

[@TheChriolivier]

"Place de l'Étoile" to be exact!

[@fredericleroudier8732]

You haven't driven (or tested your self driving algorithm) until you've done a 360 on Place de l'Etoile

[@田中五郎-p8u]

Chris Mecton g

[@edwardro2566]

its like seeing a different person

[@BGLZ8K]

I really love how you teach and present these complex topics. You make the ideas very easy to grasp and also it's just relatable

[@dataarchictectakaheroforap601]

Pro tip: regular speed, watch it twice, take your time, pause it, contemplate, and study the contextual information. You're welcome.

[@GameerGuyz]

I understand your point but his comprehensibility doesn't really lose anything @ x1.25. ( May be because I'm already familiar with the topic but yeah. )

[@gallegom58]

lmao

[@money_wins_controls]

guys please help me on this - i had decided to choose the deep traffic and deep tesla as a part of my mini project well i wanna know whether after watching all the lectures in the playlist will i be in a position to solve the deep traffic project i want to know whether these lectures are enough to solve the deep traffic problem since i have just 8 days for my project deadline please reply

[@money_wins_controls]

guys please help me on this - i had decided to choose the deep traffic and deep tesla as a part of my mini project well i wanna know whether after watching all the lectures in the playlist will i be in a position to solve the deep traffic project i want to know whether these lectures are enough to solve the deep traffic problem since i have just 8 days for my project deadline please reply

[@money_wins_controls]

@m ・ ́ω・ guys please help me on this - i had decided to choose the deep traffic and deep tesla as a part of my mini project well i wanna know whether after watching all the lectures in the playlist will i be in a position to solve the deep traffic project i want to know whether these lectures are enough to solve the deep traffic problem since i have just 8 days for my project deadline please reply

[@sarassachdev3770]

Thank you for putting this on youtube for free, it's astonishing really.

[@DaimyoSexy]

16:30 The most Russian I've heard Lex Fridman sound.

[@realavx]

lol

[@imranariffin2688]

hahaha good catch

[@ai-ur5uv]

Lol

[@dvorak2676]

@@bokchoiman was about to say the same thing :)

[@Lapointesun]

😂😂😭

[@yashwarrior5231]

He made a space in my mind

[@lasredchris]

Universality - for any arbitrary function f(x) there exists a neural network that closely approximate it for any input x Special purpose intelligence - bedrooms, sq feet, neighborhood -> final price estimates

[@foottofacetechnique8474]

This Lex guy should try doing a podcast. Lots of potential.

[@kevindoherty4559]

"Dark chocolate" was in Swedish

[@ieatapplepiewithchopsticks7355]

My name is Lex Friedman, I work with an amazing team. I am friends with Joe Rogan, I do mixed martial arts and run a podcast. I expect all of you build a bad ass car and do ninja kicks.

[@juzthomas]

"you get to listen to me for the majority of the lectures" well you got it right I listen to you for hundred of hours now

[@ronkent6642]

Fantastic job on this video, this is the best explanation of ANN's that I've seen yet. Loved the examples and illustrations as well.

[@박지호-z6k]

Thank you for sharing wonderful lectures

[@FusionDillusion]

Not a bad 5 years vision when looking at the tools currently out there.

[@WaqarRashid]

Thanks for uploading these videos. Last semester in my university, I took two courses Neural Networks and Machine Learning but I left them in the middle. I am taking these courses again next semester and these videos would of great help and motivation for me.

[@TURTWIG094]

MIT classes look like so much fun..

[@marcobirck1422]

Amazing video, excited to watch the rest of them!

[@Tibbon]

I took this class in person. It was fun.

[@markusmulholland]

"There have been no major breakthroughs" - massive breakthrough a few months later. "Are larger networks all you need?" - "Attention is all you need".

[@gil8337]

Lex красавчик я все твои видео пытаюсь смотреть и понимать ты мне дохуя научил спасибо большое тебе и спать и спасибо что поддерживает Израиль

[@gil8337]

@меня

[@piyushmishra7791]

Some people heard Lex's beautiful lectures even before his podcast came into the highlight. Blessed souls.

[@wrenlinwhitelight3007]

We should all be thankful this cost us nothing. Thank you Lex.

[@LokeshSharmaa]

I was wondering where I have seen this guy, then I remembered Prison Break

[@robinkithan5519]

A robot teaching about self driving car. I'd love to attain the class.

[@markjing9124]

Thank you for amazing course

[@money_wins_controls]

guys please help me on this - i had decided to choose the deep traffic and deep tesla as a part of my mini project well i wanna know whether after watching all the lectures in the playlist will i be in a position to solve the deep traffic project i want to know whether these lectures are enough to solve the deep traffic problem since i have just 8 days for my project deadline please reply

[@miken1299]

@@money_wins_controls nyes

[@MrFurano]

Excellent introduction into Deep Learning! Thank you so very much Prof. Fridman. Looking forward to the future lessons.

[@debjyotibiswas3793]

Jesse Pinkman teaching Reinforcement Learning! He turned his life around.

[@CarlosMartinez-en7qz]

There have been so many "winters" for AI, that you could almost train a neural network to predict them xD

[@DrZbo]

if True: log_progress_winter()

[@s.kalaam]

Truly generous of you to share these lectures. Btw, it felt different to see you in this attire and especially glasses. Wow!

[@jacobcoughlin1822]

He seems like a guy that may be on the Joe Rogan Experience, an up and coming podcast, someday!!

[@Guestpass13]

I had no idea Lex taught ML. I love surprises like this!

[@squarehole4317]

The students can sense whether the teacher is prepare or not. Don't let them smell blood, they'll eat you up.

[@antonvedel3028]

Thank you for uploading this. Great quality and well articulated points.

[@mykhailomiroshnikov]

We're yet to discover why Lex decided to wear a bulletproof vest for this one.

[@MoppelMat]

wow that is what I would call learning 2.0. I never signed up for this, nor am I studying this field, but I love to follow it anyway. THANK YOU for sharing!

[@Chitrang62]

Thank you very much @Lex Fridman

[@iMotionArtss]

Lex, put all them lectures on the tube! we need knowledge, and it should be free

[@lightning6117]

I can't believe this is free..... Did I just watch a lecture from MIT?

[@Trion01]

Thanks for making this public and not keeping this private at MIT! Thank you very much! :D

[@Hongobogologomo]

Amazing! Free courses, Thank you Mr. Fridman.

[@mlassz009]

6yrs later I'm asking AI Chat GPT, how to make Gluten free Pasta and to explain the steps in a Nuclear Explosion

[@cosette9785]

FRIDMAN@MIT EDU IS SUCH A GOOD EMAIL HELL YEAH DUDE

[@kozzuli]

Great Lecture Lex, ty for sharing it!!

[@gototcm]

great job. thanks for explaining a complex subject in simple terms

[@043_fazlerabbi5]

lex is multi-talented

[@kawafahra]

I read it "De-learning for self-driving-cars" and was hooked. The original is also interesting.

[@kbking]

I am a retired police officer. I worked as a California Highway Patrol Officer for 8 years. The advice to drive above the speed limit can get you a ticket. I am aware that some officers give a break for driving over the posted speed limit, however, that is not a guarantee. The maximum is the maximum speed limit period. Nowadays, with the computer black box on board, if you are involved in a traffic accident your speed can be determined at the time of the accident. If you are above the posted speed limit, that information can be used against you criminally and civilly.

[@othermark8691]

priorities in the algorithm used for that red car at the beginning look to be: 1) maximize lane distance from other cars 2) keep a minimum distance to other cars ahead in lane 3?) stay to the right?

[@hugobertiepickles3372]

Utterly fascinating! Thank you.

[@JakeBerg777]

I love the browser! It’s the most accessible space.

[@lasredchris]

Deep learning - pr term for neural networks. Network layers that have many layers More data we give Imagenet classification error Translation of text in images

[@Taka-tg8zq]

Awesome lecture. Thank you very much for the upload Lex Fridman!

[@bridgeboy]

Making a playlist might help keep track of all the lectures. Thanks! :)

[@lexfridman]

Goog point, here is a playlist: goo.gl/SLCb1y

[@Bababogey]

Wasted at 3am not sure why or how I got here.

[@martymckay297]

This guy should have his own podcast

[@bhooshankulkarni2928]

Really good lecture! Thanks for sharing all this knowledge for free! It’s like Elon said all the education is available for free !

[@MrBluntNose]

Thanks!

[@lethalentertainment4728]

Have to watch this another day. Just wanted to give ya a thumbs up 👍. Keep killing it lex.

[@DiegoAndrade]

Thank you Lex what a great intro ... following the class till the end!

[@zuu1701]

This guy should do something with all this knowledge.

[@万龙飞-k9m]

very good lecture thank lex fridman for sharing it .

[@Jobiin]

One of Lex's shortest videos

[@Nigochen]

Damn I never knew Lex was a MIT professor!

[@therealleafes]

Thanks for making this available online!

[@dundundata7603]

I simply cannot take no tie Lex seriously.

[@Fahmbo]

Youre a great teacher! Surprisingly ;)

[@markkennedy9767]

42:10 is interesting. And worrying. Computational irreducibility of self driving cars. We won't know what cars would do in some circumstances until they do it.

[@Feynbert]

thanks great teacher

[@MikaTarkela]

This is amazing! Thank you for sharing all the materials as well :)

[@marcelocondori7761]

So good, my friend!

[@jackmack3674]

Hmm never heard be this dude sounds like he should have a podcast an be on JRE

[@offchan]

If we can eliminate all the discrete part in the network, we wouldn't have to tune any hyperparameters like numbers of layers, activation functions, numbers of units, etc. I'm hoping for that day where the entire network is continuous and you can backpropagate through everything.

[@TheYahmez]

🤔

[@dr.doppeldecker3832]

He was buffed out back then^^ his jacket barely can retain his massive guns:)

[@pinesparrow]

Lex Friedman is either the most sentient robot ever made or a brilliant human who appears to be half asleep.

[@stlouisix3]

Blimey, imagine if the Lex Fridman podcasts looked like this😹

[@NEOFIXmusic]

If only Joe Rogan would get this fine young man onto his podcast

[@pepperjack6749]

I have a 8yo son who is very smart. I’m very proud of him. If he turns out like Lex, I just can’t even imagine the level of pride I would have. I would just completely short out

[@onionknight2239]

Hey this is awesome thanks Lex 👍

[@teoriaDelSoftware]

Video of heap of cars is from Triumphal arch, París.

[@BRANDMAW]

thanks for all this high-quality lections

[@lasredchris]

Neural network - Requires big data. Inefficient at learning from data That game in your mine Local packets of high reward. Local optimza

[@johann3096]

Of all the times for him NOT to wear a black suit this seems to be the strangest time

[@MagicmathmandarinOrg]

Very rich material; very interesting perspectives; great course.

[@CJJC42]

This guy looks like he would pass out in Las Vegas