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Andrew Ng: Opportunities in AI - 2023 

Stanford Online
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This discussion took place on July 26, 2023, at Cemex Auditorium, Stanford University, and was hosted by the Stanford Graduate School of Business.
This talk covers:
Trends in AI Technologies and Tools
Supervised Learning
Generative AI
The Adoption of AI
Opportunities in AI
Process for Building Startups
AI Risks and Social Impact
Explore the essentials of machine learning and develop practical skills to implement AI applications in this beginner-friendly program:
www.coursera.org/specializati...

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6 июн 2024

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Комментарии : 591   
@user-wh9tq1qe5u
@user-wh9tq1qe5u 6 месяцев назад
It is so COOL that I can watch a Stanford University presentation while eating a bag of chips in my living room. What a time to be alive.
@adnanshahid1101
@adnanshahid1101 3 месяца назад
While watching I was wondering how tough it would have been for people during 3rd industrial revolution to get such kind of information make themselves aware and prepare for the future.
@rbmadgunner
@rbmadgunner 3 месяца назад
Welcome to the future my friend.
@kamilziemian995
@kamilziemian995 2 месяца назад
Indeed.
@fantastic6295
@fantastic6295 2 месяца назад
I am having a sitz bath and watching this lol. Yeah what a time to be alive
@fengxiw3731
@fengxiw3731 2 месяца назад
me too, bro
@cse03raghuveerawankar31
@cse03raghuveerawankar31 9 месяцев назад
This man is the reason I fell in love with complex topics like Artificial Neural Networks in AI. He is hero for all AI lovers.
@MB-hz7wm
@MB-hz7wm 9 месяцев назад
✨Laurence Moroney and Andrew Ng✨
@my411mx
@my411mx 9 месяцев назад
Yeah
@arijitgoswami3652
@arijitgoswami3652 9 месяцев назад
Couldn't agree more!
@arifulislamleeton
@arifulislamleeton 9 месяцев назад
Thank you so much
@Hurtchie
@Hurtchie 9 месяцев назад
did you find a job in AI?
@jacopoalberto
@jacopoalberto 7 месяцев назад
Andrew Ng is a hero, he's the reason why I started studying ML. I love his humble and clear teaching style. He makes any topic seem understandable.
@lukmanalghdamsi3189
@lukmanalghdamsi3189 7 месяцев назад
a good teacher
@rocketPower047
@rocketPower047 5 месяцев назад
his Coursera courses are awesome
@huutoan1
@huutoan1 4 месяца назад
agree, agree, agree. He never tries to push tons of words into your brain, just what really needs
@trawsoza2926
@trawsoza2926 4 месяца назад
He's definitely not a hero he's nefarious but he is a good teacher
@rocketPower047
@rocketPower047 4 месяца назад
@@trawsoza2926 why
@t0el
@t0el 9 месяцев назад
"AI is the new electricity" the best quote of the century! Great Prof. Andrew Ng
@karnaghose4784
@karnaghose4784 9 месяцев назад
Also, "Data is the new oil"
@longship44
@longship44 9 месяцев назад
Andrew Ng is awesome on multiple levels. I'm always a bit smarter each time I listen to him.
@armijinyawa
@armijinyawa 9 месяцев назад
A sign of supreme intelligence is the ability to discuss complex in very simple terms and this guys does it (apparently) so effortlessly. Brilliant and insightful lecture - I have been ruminating on the “scale” problem for many years but thought it is just because I’m not a computer scientist and didn’t really understand. His views about domain expertise totally resonated with me. Thank you.
@for-ever-22
@for-ever-22 9 месяцев назад
His contributions to AI and making learning accessible to all will never be overlooked. He has earned his name on the AI Hall of fame. Sir, thank you for your selflessness ! I sign for a pause in training of large AI models but I still trust your judgment.
@jackynft16
@jackynft16 9 месяцев назад
0:39
@jackynft16
@jackynft16 9 месяцев назад
2:22 3:07 3:15
@jackynft16
@jackynft16 9 месяцев назад
4:31
@evanshlom1
@evanshlom1 9 месяцев назад
True but has he made anything significant that has an actual application? Teaching and incubating aside
@VivekYadav-ds8oz
@VivekYadav-ds8oz 9 месяцев назад
@@evanshlom1 Coursera, for example. Probably a lot in research but that's just a conjecture. And I'd argue teaching and incubating are very good actual applications. If he had built a business that helps incubate, you wouldn't have said that.
@healingbyqurannow
@healingbyqurannow 9 месяцев назад
We need more people like Andrew Ng in this world, very inspiring and helpful.
@tonycatman
@tonycatman 9 месяцев назад
It's difficult to believe that this humble, lovely, patient man is also an incredibly powerful and wealthy person, who has also been the boss of thousands of people. I can't think of anyone in history who has had such power and humility at the same time.
@edwardmitchell6842
@edwardmitchell6842 9 месяцев назад
@@tonycatman When you see him on Coursera (new courses included) it feels like you are just sitting with a friend. I even saw him flabbergasted when the guest instructor stated he learned ML from Andrew's courses.
@stasgurevich7786
@stasgurevich7786 9 месяцев назад
Thank you for the insights and inspiration, Mr. Ng. Thank you for the Coursera course which was a true eye opener to the power of AI for me. What a talented, humble and ethical person!
@ZeryusXD
@ZeryusXD 9 месяцев назад
Very concise and well laid out presentation. Any beginner who wants to take their first step into AI will benefit from this
@lien-chinwei4815
@lien-chinwei4815 9 месяцев назад
Thank you for sharing Dr. Andrew Ng's speaking. I took his AI and data-science classes, and they are with top-notch contents. Amazing
@Geovea-Travel
@Geovea-Travel 9 месяцев назад
Andrew, thanks so much for discussing AI in such and easy way to understand. My team has been working on similar ways to bring inspiration to travel over the last 4 months. You are spot on. Thanks and look forward hearing more - Kirk
@itsdavidmora
@itsdavidmora 8 месяцев назад
As a computer scientist (with a degree from Stanford, actually), I can confirm this is an impressively lucid summary of the complex developments in AI over the last few decades. He skips over a lot of details (breakthrough architectures, hardware advances, arguments around how to test AI, ethical dilemmas behind training data sources, etc), but he still manages to trace the high-level contours that really matter. I'd add though: the single biggest opportunity in AI is to think more critically about how to use it in ways that uplift our communiites, rather than to do things like exploit the psychology of children to sell ads. This is something that requires all of us.
@sreeharsharaveendra289
@sreeharsharaveendra289 6 месяцев назад
Another AI opportunity, to use AI to combat exploitative use cases. Fight bad AI with good AI haha.
@jamesdalton7865
@jamesdalton7865 5 месяцев назад
Wonderfully put! The benefits of AI should be shared with all of humanity.
@user-tx2lk4ue5b
@user-tx2lk4ue5b 9 месяцев назад
Andrew Ng is Great ! and more to come ! It has been a highly informative and envisioning Presentation I have ever heard ! Thank you Stanford for making it accessible to everyone across the Globe. 🙏
@fabriciot4166
@fabriciot4166 9 месяцев назад
It is a pleasure and a relief to have people like that, with so much experience and achievements without losing a bit of humility and responsibility. I think he is and will always be, at least for me, one of the best references in this and many other fields, we are really lucky that we have people of that level. A big hug
@Appsorwebs
@Appsorwebs 9 месяцев назад
My Super hero and AI hero, thanks so much for all your wonderful courses, documents, etc!
@SethBang91
@SethBang91 9 месяцев назад
Andrew has truly made a legendary impact with his dedication to education over the years. I deeply appreciate all that he has done. Kudos to Stanford for consistently sharing such valuable content featuring leading figures in technology!
@sdorcely
@sdorcely 8 месяцев назад
Ezra u
@vanessaaugsbach6541
@vanessaaugsbach6541 8 месяцев назад
Such a pleasure listening to your amazing brilliance your calming demeanor and charisma in explaining AI Thank you for your precious precious time We truly appreciate you
@__________________________6910
@__________________________6910 9 месяцев назад
I always love to watch Andrew Ng videos.
@singhdpy
@singhdpy 6 месяцев назад
I consider it a significant accomplishment and a matter of great pride to have had the opportunity to study and learn from Professor Andrew Ng, thanks to Stanford University.
@Malek-bh9ug
@Malek-bh9ug 9 месяцев назад
Andrew Ng Truly an awesome inspiration thank you for everything ❤🎉
@Abdien
@Abdien 8 месяцев назад
Happy to be one of your online students, big impact on many peoples life you are creating!
@AlexKashie
@AlexKashie 8 месяцев назад
So grateful for this… Thank you so much Dr Andrew NG and Stanford University
@MrRichardgmail
@MrRichardgmail 9 месяцев назад
I took some Coursera´s courses and Mr A. NG was the instructor, He has a great way for teaching
@muneebakram9647
@muneebakram9647 9 месяцев назад
Wonderful presentation. Thank you Andrew Ng, thank you Stanford.
@hajhouj
@hajhouj 9 месяцев назад
Thank you so much, Andrew Ng! Back when I was learning about data science, the courses seemed really complex. Your courses made those complexities simple to understand, and they helped me succeed in my machine learning and deep learning modules.
@shubhamchaurasia3640
@shubhamchaurasia3640 9 месяцев назад
Can you please share the road map for the machine learning?
@NileshHanotia-le6lm
@NileshHanotia-le6lm 9 месяцев назад
Andrew is really a source of inspiration. Thankyou
@owaisgul
@owaisgul 8 месяцев назад
Wonderfull lecture by andrew, 20 mins i am into video. I don't fill boring or obsessed. Learned alot, begginers friendly lecture delievered in a excellent way.
@pyakuman
@pyakuman 3 месяца назад
Thank you for imparting your knowledge Andrew! Thanks Stanford Online for uploading the content too.
@bhumikakhamitkar6132
@bhumikakhamitkar6132 9 месяцев назад
Thank you for sharing your knowledge to everyone 🎉
@budmonk2819
@budmonk2819 7 месяцев назад
Watched it non stop. A great teacher who can explain a very complex topic in a very simple way.
@numankhan2645
@numankhan2645 8 месяцев назад
Andrew ng is my mentor and the mentor of every AI and machine learning student billion dollar man Thank you for all you effort and generosity
@ecuchetti
@ecuchetti 7 месяцев назад
Absolutely fascinating talk, Andrew! Your vision of "Data Centric AI" and the gradual, responsible development of AI technology is a powerful reminder of AI's potential to be a force for good. It's inspiring to think of AI not as a threat, but as a tool that can help us tackle some of the most pressing challenges of our times.
@Pavel.Fomitchov
@Pavel.Fomitchov 9 месяцев назад
Excellent presentation! I'm glad that I found it.
@ashmohd6064
@ashmohd6064 9 месяцев назад
Thank you so much, Andrew Ng!
@ravibatta4402
@ravibatta4402 7 месяцев назад
His stand on ethical grounds and serving humanity with technology is what makes him a great person.
@johnorajiaka3721
@johnorajiaka3721 9 месяцев назад
Excellent presentation. I gained 10x knowledge on AI watching this. Thanks Andrew
@peronsh
@peronsh 8 месяцев назад
Andrew always delivers such interesting views. Everything I've encountered that he speaks about or does is simply great.
@NelsLindahl
@NelsLindahl 9 месяцев назад
Thank you for sharing this one! I enjoyed your discussion of when to build and how to consider the idea.
@luieklimmer
@luieklimmer 8 месяцев назад
It would have been interesting to have the Q/A included. Great talk.
@walterjrobinson
@walterjrobinson 8 месяцев назад
Andrew Ng makes AI accessible, understandable, and relevant for people ... this knowledge and his teaching is a gift that he shares with humanity.
@10NightLord
@10NightLord 9 месяцев назад
Amazing talk and insights, Dr. Andrew! I'm totally on board with the exciting future of the TI sector. However, I respectfully disagree about it taking decades. I believe AGI could emerge in just a few short years. Can't wait to see how things unfold with models such as Gemini! 🚀🤖
@leksandradubovik6291
@leksandradubovik6291 3 месяца назад
such a bright and humane person… enjoyed every minute of his talk
@NikhilSJain
@NikhilSJain 9 месяцев назад
Thank you Andrew. I remember a day when I visited a remote village in Asia. Someone mentioned talking about your courses and they could learn AI from your videos. You keep doing great work.
@authorizedunknown6647
@authorizedunknown6647 9 месяцев назад
Truly an inspiration and reason to love learning AI
@ReeceGao
@ReeceGao 8 месяцев назад
The idea of generative AI with long tail business is very impressive. Thank you, Andrew.
@AzharKhan-cy5kt
@AzharKhan-cy5kt 9 месяцев назад
This dude deserves noble prize
@kahisawheel
@kahisawheel 9 месяцев назад
Andrew Ng is awesome. Love him.
@lenhho8199
@lenhho8199 8 месяцев назад
Very thoughtful talk and easy to follow, love it
@alwaysyouramanda
@alwaysyouramanda 8 месяцев назад
I struggled most with textures in my 3D art. Now I can just prompt whatever I need! It’d amazing!! I’m so much more productive when I don’t have to worry about painting/drawing every detail!!!!
@Mrgohar111
@Mrgohar111 Месяц назад
I am loving to see that how calm and Serene this guy is while giving a concept.
@clifferttreven7376
@clifferttreven7376 7 месяцев назад
This is a valid layer of how AI growth across sectors corresponds with each other! Andrew is a legend!
9 месяцев назад
One of the feature is intelligence is the ability to explain complex topics in simple words. In this presentación Andrew Ng showed the present and near term future of AI in such simple terms that it is very comprehensible for people in non tech fields. He also clearly summarized the entries to the system. I am very interested in exploring the landscape of education that is untouched but could be greatly enhanced by AI. Thanks!
@ashishmehra5143
@ashishmehra5143 4 месяца назад
I am sure you would have come across people who are really intelligent but when it comes to teaching or explaining, they are not very good at it. I have, in my school, college and often at work. IMO, teaching is a skill and need a separate work to be good at it.
@aipristine
@aipristine 8 месяцев назад
Fantastic content, definitely worth 30min of your life to watch!
@fundiserame9531
@fundiserame9531 9 месяцев назад
Wow. Andrew is a genius. His ability to articulate and make relatable such a complex topic stood out for me more than his undeniably solid knowledge of it. Thank you for this🙏
@yorha2b278
@yorha2b278 9 месяцев назад
The "simp'ing" is strong in this one.
@tak68tak
@tak68tak 9 месяцев назад
he changed my life. thank you so much!
@khengwahkoh1137
@khengwahkoh1137 8 месяцев назад
Andrew Ng has excellent ability to explain complex AI topics in concise and layman terms!
@lijames8989
@lijames8989 9 месяцев назад
Dr. Ng is living his life purpose by working on things that move humanity forward! His classes about AI online is one of the first videos that I saw and learned about AI and Machine Learning. Glad to see that the projects his company works on have a greater impact on a lot more industries other than tech.
@marchammermann9124
@marchammermann9124 5 месяцев назад
Really the first realistic overview I've seen in the echo chambers of RU-vid, especially at the end. Thanks for that!!! In my opinion, the biggest problem is the use of all our collected data by the internet giants for commercial purposes. Because they now own the hardware layer, the API layer and the data sets to train the AI. That's a big difference from the past, when it was much harder to achieve a concentration even in one sector.
@jayantmurty
@jayantmurty 6 месяцев назад
It takes a brilliant mind like Andrew to make complex things relatable and understandable for most people
@mikaellelouch9821
@mikaellelouch9821 9 месяцев назад
Great content to explain What's AI and Amazing speaker !. I'm love of Andrew NG ;)
@JustinHalford
@JustinHalford 9 месяцев назад
It’s hard to overstate Andrew’s role in communicating the importance of the AI space to millions of people who are interested in using technology to build a better world. His online ML class has likely spurred thousands of bright minds to pursue this space and to make meaningful contributions. Kudos to your contributions, Andrew!
@BestURLShortenerBioPageQRCode
@BestURLShortenerBioPageQRCode 9 месяцев назад
Really really awesome video. Thank you for sharing this much of information.👍👍
@prabhavkaula9697
@prabhavkaula9697 9 месяцев назад
Great talk, Andrew is the goat 🐐
@realcrazythomas
@realcrazythomas 9 месяцев назад
Thank you very much for doing this!
@maydin34
@maydin34 9 месяцев назад
Very informative speech! And I must admit that I envied the start up that found a chance to work with him. Geography matters...
@rishikakade6351
@rishikakade6351 9 месяцев назад
Excellent talk. Thanks!
@jchan3333
@jchan3333 8 месяцев назад
Thank you, Andrew! Very inspiring!
@konradszwed3659
@konradszwed3659 4 месяца назад
Excellent presentation. Kudos!
@MalamIbnMalam
@MalamIbnMalam 9 месяцев назад
Dr. Andrew Ng is amazing! I wish I could get his autograph.
@karenchen8004
@karenchen8004 9 месяцев назад
Very valuable speech! Thank you very much.
@BookshelfJourney
@BookshelfJourney 6 месяцев назад
Andrew has changed my life. My journey to learn AI started with Andrew.
@rutuja525
@rutuja525 6 месяцев назад
Can you please share the road map for getting started with AI.
@bayesian7404
@bayesian7404 8 месяцев назад
Brilliant thinker and very personable. Great talk.
@carvalhoribeiro
@carvalhoribeiro 7 месяцев назад
Your ability to break down complex concepts into simple terms is impressive. Thank you so much for explaining AI and its applications in multiple business layers.
@isalutfi
@isalutfi 9 месяцев назад
Thank you for sharing 💙
@VirgilioSolano
@VirgilioSolano 4 месяца назад
Thks for published. 🙏 Amazing class.
@mohamedhatem325
@mohamedhatem325 9 месяцев назад
thank you Andrew for these insights.
@trade-lion
@trade-lion 9 месяцев назад
thanks for spreading so valuable thoughts
@Yahooforreal124
@Yahooforreal124 8 месяцев назад
Love his soothing voice and simple, but not simplistic explanations.
@lisztk1928
@lisztk1928 6 месяцев назад
Andrew is the complete sauce of being extremely good at theory and extremely pragmatic guy. I am so fascinated. A true inspiration for me
@KarimMarbouh
@KarimMarbouh 8 месяцев назад
Andrew is one of goats in AI, thank you for your dedication and hard work
@AI_mod
@AI_mod 9 месяцев назад
He definitely changed my life 😅 I am an MLE now cause of him.
@eddisonlewis8099
@eddisonlewis8099 8 месяцев назад
This lecture can only be described as awesome in practicality as with the real time application of artificial intelligence.
@tjerja
@tjerja 8 месяцев назад
Very informative and insightful. A pleasure to watch / and easy to digest. - And now... onto my next AI training ;) 😃👍
@csjoy4682
@csjoy4682 9 месяцев назад
Thank you Prof. Andrew Ng
@classicemmaeasy2292
@classicemmaeasy2292 9 месяцев назад
His ways of explanation are top notch❤💯
@Alberto_Cavalcante
@Alberto_Cavalcante 9 месяцев назад
Thanks for sharing!
@aminrujul
@aminrujul 9 дней назад
I'm happy to being part of as a viewer of stanferd University.... In future I hope new videos are coming....
@kevins9243
@kevins9243 7 месяцев назад
I can listen to him talk all day.
@damilarephilip3667
@damilarephilip3667 6 месяцев назад
This man strikes me as a very brilliant person. Kudos man, so effortless in his speech, very highly captivating.
@skymakeryo
@skymakeryo 8 месяцев назад
Excellent presentation and speech!
@user-wr2lc3xg5d
@user-wr2lc3xg5d 8 месяцев назад
A wonderful lecture. I’ve learned a lot from him. Firstly, use AI to creat products which can offer long term value. Second, validate concrete ideas rather than explore in a wide areas to find what is really useful. Finally, AI is just a technology. We can use AI to make a better world.😊
@krimdelko
@krimdelko 9 месяцев назад
Andrew is democratizing access to company building. Great purpose.
@alyssalin6401
@alyssalin6401 Месяц назад
This is the master who can describe difficult things so easily understandable!
@InspiringKeynoteSpeakers
@InspiringKeynoteSpeakers 9 месяцев назад
Dr. Ng's insights on AI being a versatile and general-purpose technology are absolutely captivating. His analogy likening AI to electricity, highlighting their adaptability, is truly noteworthy. It's remarkable to witness the evolution of AI!
@pavellegkodymov4295
@pavellegkodymov4295 8 месяцев назад
Great video, thanks for sharing!
@sbhusi
@sbhusi Месяц назад
Andrew NG is best educator and how he shares is ideas/thoughts in such a simple way that anyone can just understand
@psc_froot
@psc_froot 7 месяцев назад
Very insightful video!!
@RichardOlowalu
@RichardOlowalu Месяц назад
Thank you Andrew and Stanford
@harekrsnarao3419
@harekrsnarao3419 9 месяцев назад
Thank you very much Andrew!
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