Andrew Ng: Opportunities in AI - 2023

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Stanford Online

Stanford Online

День тому

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...

КОМЕНТАРІ: 587
@user-wh9tq1qe5u
@user-wh9tq1qe5u 5 місяців тому
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 2 місяці тому
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 Місяць тому
Welcome to the future my friend.
@kamilziemian995
@kamilziemian995 Місяць тому
Indeed.
@fantastic6295
@fantastic6295 Місяць тому
I am having a sitz bath and watching this lol. Yeah what a time to be alive
@fengxiw3731
@fengxiw3731 Місяць тому
me too, bro
@cse03raghuveerawankar31
@cse03raghuveerawankar31 8 місяців тому
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 місяців тому
✨Laurence Moroney and Andrew Ng✨
@my411mx
@my411mx 8 місяців тому
Yeah
@arijitgoswami3652
@arijitgoswami3652 8 місяців тому
Couldn't agree more!
@arifulislamleeton
@arifulislamleeton 8 місяців тому
Thank you so much
@Hurtchie
@Hurtchie 8 місяців тому
did you find a job in AI?
@jacopoalberto
@jacopoalberto 6 місяців тому
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 місяців тому
a good teacher
@rocketPower047
@rocketPower047 4 місяці тому
his Coursera courses are awesome
@huutoan1
@huutoan1 3 місяці тому
agree, agree, agree. He never tries to push tons of words into your brain, just what really needs
@trawsoza2926
@trawsoza2926 3 місяці тому
He's definitely not a hero he's nefarious but he is a good teacher
@rocketPower047
@rocketPower047 3 місяці тому
@@trawsoza2926 why
@t0el
@t0el 8 місяців тому
"AI is the new electricity" the best quote of the century! Great Prof. Andrew Ng
@karnaghose4784
@karnaghose4784 8 місяців тому
Also, "Data is the new oil"
@for-ever-22
@for-ever-22 8 місяців тому
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 місяців тому
0:39
@jackynft16
@jackynft16 8 місяців тому
2:22 3:07 3:15
@jackynft16
@jackynft16 8 місяців тому
4:31
@evanshlom1
@evanshlom1 8 місяців тому
True but has he made anything significant that has an actual application? Teaching and incubating aside
@VivekYadav-ds8oz
@VivekYadav-ds8oz 8 місяців тому
@@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 місяців тому
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 місяців тому
Another AI opportunity, to use AI to combat exploitative use cases. Fight bad AI with good AI haha.
@jamesdalton7865
@jamesdalton7865 4 місяці тому
Wonderfully put! The benefits of AI should be shared with all of humanity.
@longship44
@longship44 8 місяців тому
Andrew Ng is awesome on multiple levels. I'm always a bit smarter each time I listen to him.
@healingbyqurannow
@healingbyqurannow 8 місяців тому
We need more people like Andrew Ng in this world, very inspiring and helpful.
@tonycatman
@tonycatman 8 місяців тому
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 місяців тому
@@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 8 місяців тому
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 місяців тому
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 місяців тому
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 місяців тому
Very concise and well laid out presentation. Any beginner who wants to take their first step into AI will benefit from this
@__________________________6910
@__________________________6910 8 місяців тому
I always love to watch Andrew Ng videos.
@lien-chinwei4815
@lien-chinwei4815 8 місяців тому
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
@user-tx2lk4ue5b
@user-tx2lk4ue5b 7 місяців тому
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 місяців тому
Thank you so much, Andrew Ng!
@Appsorwebs
@Appsorwebs 8 місяців тому
My Super hero and AI hero, thanks so much for all your wonderful courses, documents, etc!
@bhumikakhamitkar6132
@bhumikakhamitkar6132 8 місяців тому
Thank you for sharing your knowledge to everyone 🎉
@Abdien
@Abdien 7 місяців тому
Happy to be one of your online students, big impact on many peoples life you are creating!
@csjoy4682
@csjoy4682 8 місяців тому
Thank you Prof. Andrew Ng
@AlexKashie
@AlexKashie 7 місяців тому
So grateful for this… Thank you so much Dr Andrew NG and Stanford University
@NelsLindahl
@NelsLindahl 8 місяців тому
Thank you for sharing this one! I enjoyed your discussion of when to build and how to consider the idea.
@NileshHanotia-le6lm
@NileshHanotia-le6lm 8 місяців тому
Andrew is really a source of inspiration. Thankyou
@Pavel.Fomitchov
@Pavel.Fomitchov 8 місяців тому
Excellent presentation! I'm glad that I found it.
@sbhusi
@sbhusi 3 дні тому
Andrew NG is best educator and how he shares is ideas/thoughts in such a simple way that anyone can just understand
@luieklimmer
@luieklimmer 7 місяців тому
It would have been interesting to have the Q/A included. Great talk.
@muneebakram9647
@muneebakram9647 8 місяців тому
Wonderful presentation. Thank you Andrew Ng, thank you Stanford.
@SethBang91
@SethBang91 7 місяців тому
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 місяців тому
Ezra u
@peronsh
@peronsh 7 місяців тому
Andrew always delivers such interesting views. Everything I've encountered that he speaks about or does is simply great.
@pyakuman
@pyakuman 2 місяці тому
Thank you for imparting your knowledge Andrew! Thanks Stanford Online for uploading the content too.
@fabriciot4166
@fabriciot4166 7 місяців тому
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 місяців тому
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 місяців тому
The idea of generative AI with long tail business is very impressive. Thank you, Andrew.
@singhdpy
@singhdpy 5 місяців тому
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.
@owaisgul
@owaisgul 7 місяців тому
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.
@AzharKhan-cy5kt
@AzharKhan-cy5kt 8 місяців тому
This dude deserves noble prize
@kahisawheel
@kahisawheel 8 місяців тому
Andrew Ng is awesome. Love him.
@MrRichardgmail
@MrRichardgmail 8 місяців тому
I took some Coursera´s courses and Mr A. NG was the instructor, He has a great way for teaching
@alwaysyouramanda
@alwaysyouramanda 7 місяців тому
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 місяців тому
Thank you very much for doing this!
@authorizedunknown6647
@authorizedunknown6647 8 місяців тому
Truly an inspiration and reason to love learning AI
@rishikakade6351
@rishikakade6351 8 місяців тому
Excellent talk. Thanks!
@90schilllofi
@90schilllofi 7 місяців тому
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 місяців тому
Andrew Ng has excellent ability to explain complex AI topics in concise and layman terms!
@trade-lion
@trade-lion 8 місяців тому
thanks for spreading so valuable thoughts
@ravibatta4402
@ravibatta4402 6 місяців тому
His stand on ethical grounds and serving humanity with technology is what makes him a great person.
@budmonk2819
@budmonk2819 6 місяців тому
Watched it non stop. A great teacher who can explain a very complex topic in a very simple way.
@isalutfi
@isalutfi 8 місяців тому
Thank you for sharing 💙
@Mrgohar111
@Mrgohar111 28 днів тому
I am loving to see that how calm and Serene this guy is while giving a concept.
@lenhho8199
@lenhho8199 7 місяців тому
Very thoughtful talk and easy to follow, love it
@ecuchetti
@ecuchetti 6 місяців тому
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.
@walterjrobinson
@walterjrobinson 7 місяців тому
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 місяців тому
Excellent presentation. I gained 10x knowledge on AI watching this. Thanks Andrew
@Alberto_Cavalcante
@Alberto_Cavalcante 8 місяців тому
Thanks for sharing!
@sriramananthakrishnan138
@sriramananthakrishnan138 8 місяців тому
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 місяців тому
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 місяців тому
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 місяців тому
@@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 місяців тому
I read the quote, " Data is the new oil" Get that today. Data is everything in this new era.
@JonathanDennill
@JonathanDennill 8 місяців тому
@@cademcmanus2865 thanks dude!
@tak68tak
@tak68tak 8 місяців тому
he changed my life. thank you so much!
@bayesian7404
@bayesian7404 7 місяців тому
Brilliant thinker and very personable. Great talk.
@Malek-bh9ug
@Malek-bh9ug 8 місяців тому
Andrew Ng Truly an awesome inspiration thank you for everything ❤🎉
@10NightLord
@10NightLord 8 місяців тому
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 місяців тому
It takes a brilliant mind like Andrew to make complex things relatable and understandable for most people
@Yahooforreal124
@Yahooforreal124 7 місяців тому
Love his soothing voice and simple, but not simplistic explanations.
@marchammermann9124
@marchammermann9124 4 місяці тому
Really the first realistic overview I've seen in the echo chambers of UKposts, 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.
@maydin34
@maydin34 8 місяців тому
Very informative speech! And I must admit that I envied the start up that found a chance to work with him. Geography matters...
@MalamIbnMalam
@MalamIbnMalam 8 місяців тому
Dr. Andrew Ng is amazing! I wish I could get his autograph.
@karenchen8004
@karenchen8004 8 місяців тому
Very valuable speech! Thank you very much.
@getabegaz
@getabegaz 8 місяців тому
Thanks Andrew. AI should be seen as gen purpose tech is an eye opening point to generate ideas
@eddisonlewis8099
@eddisonlewis8099 7 місяців тому
This lecture can only be described as awesome in practicality as with the real time application of artificial intelligence.
@leksandradubovik6291
@leksandradubovik6291 2 місяці тому
such a bright and humane person… enjoyed every minute of his talk
@NewmanHamelet
@NewmanHamelet 8 місяців тому
Absolutely Great Content..
@mohamedhatem325
@mohamedhatem325 8 місяців тому
thank you Andrew for these insights.
@hajhouj
@hajhouj 8 місяців тому
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 місяців тому
Can you please share the road map for the machine learning?
@numankhan2645
@numankhan2645 7 місяців тому
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 місяців тому
Great content to explain What's AI and Amazing speaker !. I'm love of Andrew NG ;)
@carvalhoribeiro
@carvalhoribeiro 6 місяців тому
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.
@harekrsnarao3419
@harekrsnarao3419 8 місяців тому
Thank you very much Andrew!
@BestURLShortenerBioPageQRCode
@BestURLShortenerBioPageQRCode 8 місяців тому
Really really awesome video. Thank you for sharing this much of information.👍👍
@JetSoftProHQ
@JetSoftProHQ 7 місяців тому
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.
@jchan3333
@jchan3333 7 місяців тому
Thank you, Andrew! Very inspiring!
@NikhilSJain
@NikhilSJain 8 місяців тому
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.
@clifferttreven7376
@clifferttreven7376 6 місяців тому
This is a valid layer of how AI growth across sectors corresponds with each other! Andrew is a legend!
@skymakeryo
@skymakeryo 7 місяців тому
Excellent presentation and speech!
@MN-iu9pd
@MN-iu9pd 8 місяців тому
Thank you ❤️
@landsky432
@landsky432 8 місяців тому
what a great lecture
@classicemmaeasy2292
@classicemmaeasy2292 8 місяців тому
His ways of explanation are top notch❤💯
@JustinHalford
@JustinHalford 8 місяців тому
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 місяців тому
Fantastic content, definitely worth 30min of your life to watch!
@fundiserame9531
@fundiserame9531 8 місяців тому
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 місяців тому
The "simp'ing" is strong in this one.
@krimdelko
@krimdelko 8 місяців тому
Andrew is democratizing access to company building. Great purpose.
@VirgilioSolano
@VirgilioSolano 3 місяці тому
Thks for published. 🙏 Amazing class.
@lisztk1928
@lisztk1928 5 місяців тому
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 місяців тому
Great talk, Andrew is the goat 🐐
@konradszwed3659
@konradszwed3659 3 місяці тому
Excellent presentation. Kudos!
@RichardOlowalu
@RichardOlowalu 28 днів тому
Thank you Andrew and Stanford
@BookshelfJourney
@BookshelfJourney 5 місяців тому
Andrew has changed my life. My journey to learn AI started with Andrew.
@rutuja525
@rutuja525 5 місяців тому
Can you please share the road map for getting started with AI.
@pavellegkodymov4295
@pavellegkodymov4295 7 місяців тому
Great video, thanks for sharing!
@ChavaDoboj
@ChavaDoboj 8 місяців тому
Andrew Ng is hero of AI!
@KdiazY
@KdiazY 4 місяці тому
Clear and solid explaination that clear my doubts about AI risk.. thanks doctor 👍🙏🏻
@user-wr2lc3xg5d
@user-wr2lc3xg5d 7 місяців тому
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 8 місяців тому
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 місяці тому
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.
@babarali4313
@babarali4313 8 місяців тому
the moment he started speaking, Goosebumps ❤
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