Andrew Ng: Opportunities in AI - 2023

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Stanford Online

Stanford Online

Күн бұрын

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...

Пікірлер: 587
@user-wh9tq1qe5u
@user-wh9tq1qe5u 5 ай бұрын
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 Ай бұрын
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 Ай бұрын
Welcome to the future my friend.
@kamilziemian995
@kamilziemian995 Ай бұрын
Indeed.
@fantastic6295
@fantastic6295 Ай бұрын
I am having a sitz bath and watching this lol. Yeah what a time to be alive
@fengxiw3731
@fengxiw3731 Ай бұрын
me too, bro
@cse03raghuveerawankar31
@cse03raghuveerawankar31 8 ай бұрын
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 8 ай бұрын
✨Laurence Moroney and Andrew Ng✨
@my411mx
@my411mx 8 ай бұрын
Yeah
@arijitgoswami3652
@arijitgoswami3652 8 ай бұрын
Couldn't agree more!
@arifulislamleeton
@arifulislamleeton 8 ай бұрын
Thank you so much
@Hurtchie
@Hurtchie 8 ай бұрын
did you find a job in AI?
@jacopoalberto
@jacopoalberto 6 ай бұрын
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 6 ай бұрын
a good teacher
@rocketPower047
@rocketPower047 4 ай бұрын
his Coursera courses are awesome
@huutoan1
@huutoan1 3 ай бұрын
agree, agree, agree. He never tries to push tons of words into your brain, just what really needs
@trawsoza2926
@trawsoza2926 3 ай бұрын
He's definitely not a hero he's nefarious but he is a good teacher
@rocketPower047
@rocketPower047 3 ай бұрын
@@trawsoza2926 why
@t0el
@t0el 8 ай бұрын
"AI is the new electricity" the best quote of the century! Great Prof. Andrew Ng
@karnaghose4784
@karnaghose4784 8 ай бұрын
Also, "Data is the new oil"
@for-ever-22
@for-ever-22 8 ай бұрын
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 8 ай бұрын
0:39
@jackynft16
@jackynft16 8 ай бұрын
2:22 3:07 3:15
@jackynft16
@jackynft16 8 ай бұрын
4:31
@evanshlom1
@evanshlom1 8 ай бұрын
True but has he made anything significant that has an actual application? Teaching and incubating aside
@VivekYadav-ds8oz
@VivekYadav-ds8oz 8 ай бұрын
@@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.
@itsdavidmora
@itsdavidmora 7 ай бұрын
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 5 ай бұрын
Another AI opportunity, to use AI to combat exploitative use cases. Fight bad AI with good AI haha.
@jamesdalton7865
@jamesdalton7865 4 ай бұрын
Wonderfully put! The benefits of AI should be shared with all of humanity.
@longship44
@longship44 8 ай бұрын
Andrew Ng is awesome on multiple levels. I'm always a bit smarter each time I listen to him.
@healingbyqurannow
@healingbyqurannow 8 ай бұрын
We need more people like Andrew Ng in this world, very inspiring and helpful.
@tonycatman
@tonycatman 8 ай бұрын
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 8 ай бұрын
@@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.
@armijinyawa
@armijinyawa 7 ай бұрын
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.
@stasgurevich7786
@stasgurevich7786 8 ай бұрын
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!
@Geovea-Travel
@Geovea-Travel 8 ай бұрын
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
@ZeryusXD
@ZeryusXD 8 ай бұрын
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 8 ай бұрын
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
@__________________________6910
@__________________________6910 8 ай бұрын
I always love to watch Andrew Ng videos.
@user-tx2lk4ue5b
@user-tx2lk4ue5b 7 ай бұрын
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. 🙏
@ashmohd6064
@ashmohd6064 8 ай бұрын
Thank you so much, Andrew Ng!
@Appsorwebs
@Appsorwebs 8 ай бұрын
My Super hero and AI hero, thanks so much for all your wonderful courses, documents, etc!
@bhumikakhamitkar6132
@bhumikakhamitkar6132 8 ай бұрын
Thank you for sharing your knowledge to everyone 🎉
@Abdien
@Abdien 7 ай бұрын
Happy to be one of your online students, big impact on many peoples life you are creating!
@AlexKashie
@AlexKashie 7 ай бұрын
So grateful for this… Thank you so much Dr Andrew NG and Stanford University
@csjoy4682
@csjoy4682 8 ай бұрын
Thank you Prof. Andrew Ng
@NelsLindahl
@NelsLindahl 8 ай бұрын
Thank you for sharing this one! I enjoyed your discussion of when to build and how to consider the idea.
@sbhusi
@sbhusi 2 күн бұрын
Andrew NG is best educator and how he shares is ideas/thoughts in such a simple way that anyone can just understand
@NileshHanotia-le6lm
@NileshHanotia-le6lm 8 ай бұрын
Andrew is really a source of inspiration. Thankyou
@Pavel.Fomitchov
@Pavel.Fomitchov 8 ай бұрын
Excellent presentation! I'm glad that I found it.
@luieklimmer
@luieklimmer 7 ай бұрын
It would have been interesting to have the Q/A included. Great talk.
@muneebakram9647
@muneebakram9647 8 ай бұрын
Wonderful presentation. Thank you Andrew Ng, thank you Stanford.
@SethBang91
@SethBang91 7 ай бұрын
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 7 ай бұрын
Ezra u
@peronsh
@peronsh 7 ай бұрын
Andrew always delivers such interesting views. Everything I've encountered that he speaks about or does is simply great.
@pyakuman
@pyakuman 2 ай бұрын
Thank you for imparting your knowledge Andrew! Thanks Stanford Online for uploading the content too.
@fabriciot4166
@fabriciot4166 7 ай бұрын
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
@vanessaaugsbach6541
@vanessaaugsbach6541 7 ай бұрын
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
@ReeceGao
@ReeceGao 7 ай бұрын
The idea of generative AI with long tail business is very impressive. Thank you, Andrew.
@singhdpy
@singhdpy 5 ай бұрын
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.
@AzharKhan-cy5kt
@AzharKhan-cy5kt 8 ай бұрын
This dude deserves noble prize
@owaisgul
@owaisgul 7 ай бұрын
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.
@MrRichardgmail
@MrRichardgmail 8 ай бұрын
I took some Coursera´s courses and Mr A. NG was the instructor, He has a great way for teaching
@kahisawheel
@kahisawheel 8 ай бұрын
Andrew Ng is awesome. Love him.
@alwaysyouramanda
@alwaysyouramanda 7 ай бұрын
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!!!!
@realcrazythomas
@realcrazythomas 8 ай бұрын
Thank you very much for doing this!
@authorizedunknown6647
@authorizedunknown6647 8 ай бұрын
Truly an inspiration and reason to love learning AI
@rishikakade6351
@rishikakade6351 8 ай бұрын
Excellent talk. Thanks!
@90schilllofi
@90schilllofi 7 ай бұрын
If you happen to read this keep going... You have the strength to overcome any obstacle. Celebrate your victories, no matter how small, and be kind to yourself. Your journey will lead you to a brighter tomorrow! 🦋🦋🦋
@khengwahkoh1137
@khengwahkoh1137 7 ай бұрын
Andrew Ng has excellent ability to explain complex AI topics in concise and layman terms!
@ravibatta4402
@ravibatta4402 6 ай бұрын
His stand on ethical grounds and serving humanity with technology is what makes him a great person.
@trade-lion
@trade-lion 8 ай бұрын
thanks for spreading so valuable thoughts
@budmonk2819
@budmonk2819 6 ай бұрын
Watched it non stop. A great teacher who can explain a very complex topic in a very simple way.
@Mrgohar111
@Mrgohar111 27 күн бұрын
I am loving to see that how calm and Serene this guy is while giving a concept.
@isalutfi
@isalutfi 8 ай бұрын
Thank you for sharing 💙
@ecuchetti
@ecuchetti 6 ай бұрын
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.
@lenhho8199
@lenhho8199 7 ай бұрын
Very thoughtful talk and easy to follow, love it
@walterjrobinson
@walterjrobinson 7 ай бұрын
Andrew Ng makes AI accessible, understandable, and relevant for people ... this knowledge and his teaching is a gift that he shares with humanity.
@johnorajiaka3721
@johnorajiaka3721 8 ай бұрын
Excellent presentation. I gained 10x knowledge on AI watching this. Thanks Andrew
@sriramananthakrishnan138
@sriramananthakrishnan138 8 ай бұрын
While Ng makes great courses, a crucial point in the AI landscape he failed to mention is access to data. In this example of AI Tinder, one cannot build that without multiple data points and practically anyone can build one if they have access to it. The competitive advantage most companies have is the data they use to train the models and access to GPUs which overall makes it a difficult industry to break into.
@JonathanDennill
@JonathanDennill 8 ай бұрын
An accelerating competitive advantage that helps the flywheel of building a better product with new iterations at a faster rate than competitors can keep up with. (Intel and chips come to mind in that example)
@runvnc208
@runvnc208 8 ай бұрын
The example was actually AI relationship coach if I recall. Actually now that we have very smart general purpose models like GPT-4, you don't need a ton of data to build this. Literally all he had to do was get that former Tinder CEO to make a concise list of important lessons for relationships and then come up with a way to turn that information into prompts for the OpenAI ChatGPT API that would enable actual coaching for specific individuals and relationships based on the info.
@cademcmanus2865
@cademcmanus2865 8 ай бұрын
@@JonathanDennill His comment says that high quality data is an immediate and large barrier to entry for an AI startup. Your comment is a platitude about how to create a successful startup. In the case of an AI startup, data is a prerequisite to the concept mentioned in your comment, so your comment was not useful.
@arslantariq3396
@arslantariq3396 8 ай бұрын
I read the quote, " Data is the new oil" Get that today. Data is everything in this new era.
@JonathanDennill
@JonathanDennill 8 ай бұрын
@@cademcmanus2865 thanks dude!
@Alberto_Cavalcante
@Alberto_Cavalcante 8 ай бұрын
Thanks for sharing!
@tak68tak
@tak68tak 8 ай бұрын
he changed my life. thank you so much!
@Malek-bh9ug
@Malek-bh9ug 8 ай бұрын
Andrew Ng Truly an awesome inspiration thank you for everything ❤🎉
@bayesian7404
@bayesian7404 7 ай бұрын
Brilliant thinker and very personable. Great talk.
@10NightLord
@10NightLord 8 ай бұрын
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! 🚀🤖
@jayantmurty
@jayantmurty 5 ай бұрын
It takes a brilliant mind like Andrew to make complex things relatable and understandable for most people
@Yahooforreal124
@Yahooforreal124 7 ай бұрын
Love his soothing voice and simple, but not simplistic explanations.
@maydin34
@maydin34 8 ай бұрын
Very informative speech! And I must admit that I envied the start up that found a chance to work with him. Geography matters...
@marchammermann9124
@marchammermann9124 4 ай бұрын
Really the first realistic overview I've seen in the echo chambers of KZfaq, 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.
@MalamIbnMalam
@MalamIbnMalam 8 ай бұрын
Dr. Andrew Ng is amazing! I wish I could get his autograph.
@getabegaz
@getabegaz 8 ай бұрын
Thanks Andrew. AI should be seen as gen purpose tech is an eye opening point to generate ideas
@karenchen8004
@karenchen8004 8 ай бұрын
Very valuable speech! Thank you very much.
@eddisonlewis8099
@eddisonlewis8099 7 ай бұрын
This lecture can only be described as awesome in practicality as with the real time application of artificial intelligence.
@leksandradubovik6291
@leksandradubovik6291 2 ай бұрын
such a bright and humane person… enjoyed every minute of his talk
@NewmanHamelet
@NewmanHamelet 8 ай бұрын
Absolutely Great Content..
@hajhouj
@hajhouj 8 ай бұрын
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 8 ай бұрын
Can you please share the road map for the machine learning?
@mohamedhatem325
@mohamedhatem325 8 ай бұрын
thank you Andrew for these insights.
@numankhan2645
@numankhan2645 7 ай бұрын
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
@mikaellelouch9821
@mikaellelouch9821 8 ай бұрын
Great content to explain What's AI and Amazing speaker !. I'm love of Andrew NG ;)
@carvalhoribeiro
@carvalhoribeiro 6 ай бұрын
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.
@BestURLShortenerBioPageQRCode
@BestURLShortenerBioPageQRCode 8 ай бұрын
Really really awesome video. Thank you for sharing this much of information.👍👍
@harekrsnarao3419
@harekrsnarao3419 8 ай бұрын
Thank you very much Andrew!
@JetSoftProHQ
@JetSoftProHQ 7 ай бұрын
Absolutely, each new AI tool should aim to be more than just another application; it should be a dedicated solution to address a particular business challenge. At our software development company, we guide our clients to embrace new technologies only when they genuinely enhance the efficiency and effectiveness of their software solutions.
@NikhilSJain
@NikhilSJain 8 ай бұрын
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.
@jchan3333
@jchan3333 7 ай бұрын
Thank you, Andrew! Very inspiring!
@clifferttreven7376
@clifferttreven7376 6 ай бұрын
This is a valid layer of how AI growth across sectors corresponds with each other! Andrew is a legend!
@skymakeryo
@skymakeryo 7 ай бұрын
Excellent presentation and speech!
@MN-iu9pd
@MN-iu9pd 8 ай бұрын
Thank you ❤️
@landsky432
@landsky432 8 ай бұрын
what a great lecture
@classicemmaeasy2292
@classicemmaeasy2292 7 ай бұрын
His ways of explanation are top notch❤💯
@JustinHalford
@JustinHalford 8 ай бұрын
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!
@aipristine
@aipristine 7 ай бұрын
Fantastic content, definitely worth 30min of your life to watch!
@fundiserame9531
@fundiserame9531 8 ай бұрын
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 8 ай бұрын
The "simp'ing" is strong in this one.
@krimdelko
@krimdelko 8 ай бұрын
Andrew is democratizing access to company building. Great purpose.
@VirgilioSolano
@VirgilioSolano 3 ай бұрын
Thks for published. 🙏 Amazing class.
@lisztk1928
@lisztk1928 5 ай бұрын
Andrew is the complete sauce of being extremely good at theory and extremely pragmatic guy. I am so fascinated. A true inspiration for me
@prabhavkaula9697
@prabhavkaula9697 8 ай бұрын
Great talk, Andrew is the goat 🐐
@BookshelfJourney
@BookshelfJourney 5 ай бұрын
Andrew has changed my life. My journey to learn AI started with Andrew.
@rutuja525
@rutuja525 5 ай бұрын
Can you please share the road map for getting started with AI.
@RichardOlowalu
@RichardOlowalu 27 күн бұрын
Thank you Andrew and Stanford
@konradszwed3659
@konradszwed3659 3 ай бұрын
Excellent presentation. Kudos!
@pavellegkodymov4295
@pavellegkodymov4295 7 ай бұрын
Great video, thanks for sharing!
@ChavaDoboj
@ChavaDoboj 8 ай бұрын
Andrew Ng is hero of AI!
@user-wr2lc3xg5d
@user-wr2lc3xg5d 7 ай бұрын
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.😊
@DrRicardoPena
@DrRicardoPena 7 ай бұрын
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 2 ай бұрын
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.
@KdiazY
@KdiazY 4 ай бұрын
Clear and solid explaination that clear my doubts about AI risk.. thanks doctor 👍🙏🏻
@babarali4313
@babarali4313 8 ай бұрын
the moment he started speaking, Goosebumps ❤
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