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.
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.
@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.
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.
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.
@@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.
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.
Thank you so much Andrew Ng and Stanford for teaching and sharing in the most basic way about AI and its applications and risks. you are a real Teacher. any person can learn about this AI topic. "survive and thrive for the future"
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!
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!
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.
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!
He seems like a very kind man. I like his thoughts around AI, I find myself aligning with his line of thinking as to all the hype that's going on at the moment.
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
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
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. 🙏
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
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.
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.
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🙏
Andrew Ng is a great mentor. His Machine Learning course at Coursera was my first online AI online course about 12 y ago. Since then I have taken tens of online courses and became an AI mentor.
It was fascinating to hear Andrew Ng's predictions about the future of AI in 2023. The video does a fantastic job of capturing the enormity of the opportunities.
Really the first realistic overview I've seen in the echo chambers of RUclips, 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.
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.
Wonderful presentation. Thank you Andrew Ng, thank you Stanford.
Год назад+5
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!
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.
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! 🦋🦋🦋
🎯 Key Takeaways for quick navigation: 00:00 🤖 Dr. Andrew Ng discusses opportunities in AI as a general-purpose technology. 01:26 🧠 AI comprises various tools, with supervised learning and generative AI being the most important. 02:09 💡 Supervised learning excels at labeling and mapping tasks in various applications, such as spam detection, online advertising, self-driving cars, and automated visual inspection. 05:50 🔥 Generative AI, like GPT-3, generates text based on supervised learning principles by predicting the next word in a sequence. 08:06 🚀 Low-code and no-code AI tools are making it easier for developers to create customized AI applications rapidly. 11:47 💰 Current AI value is concentrated in consumer software and the internet, but there is vast untapped potential in other industries. 15:57 🛠️ The emergence of low-code and no-code AI tools is enabling AI adoption in diverse industries and use cases. 20:47 🌐 Dr. Ng started AI Fund, an incubator, to explore diverse AI opportunities by creating startups. 22:12 💻 Opportunities in the AI stack include hardware, infrastructure, developer tools, and applications, with application layer success being crucial for the ecosystem. 23:36 🤖 Andrew Ng discusses Armor.ai, an AI-powered platform for romantic relationship coaching, highlighting the unique opportunities at the application layer where AI and relationships expertise intersect. 25:28 🚢 Bearing AI is an example of using AI to make ships more fuel-efficient, demonstrating the process of validating startup ideas and bringing in a CEO from the beginning for efficiency. 28:33 🌐 Andrew Ng emphasizes focusing on one's "swim lane," specializing in AI while collaborating with subject matter experts to explore exciting new opportunities in various domains. 30:36 🧠 Engaging with concrete AI ideas efficiently validates or falsifies them and provides clear execution direction, making collaboration with subject matter experts more effective. 32:00 🌍 Andrew Ng addresses the responsibility of ensuring AI projects benefit humanity ethically, acknowledging challenges like bias and the potential job disruptions. 33:52 🤖 Artificial General Intelligence (AGI) is still decades away, and concerns about AI causing human extinction are overblown; gradual development allows for oversight and safety measures. 35:40 🌏 AI, as part of the solution, can help address real extinction risks to humanity, such as pandemics and climate change, rather than being a significant threat itself. Made with HARPA AI
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.
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!
Great talk!! One question / comment. When talking about the problems with AI, he didn't mention the opacity problem. The fact that we can't explain why an AI system gave a particular answer to a certain question is problematic, especially when these systems are deployed in settings that affect pepole's rights (like getting a loan, credit score, parole issues, etc.). Moreover, these systems can be manipulated by their users and developers. Users can deploy various attacks, and malicious developers might train the system to contain backdoors. The prodact is a black box. In many cases it's not a problem, but in many other cases it is. I'd love to hear what Andrew has to say about it.
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! 🚀🤖
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!!!!
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.
Great presentation -- thank you for making it available. I do think it's funny -- and maybe a reflection on Andrew's humility -- that you can go through many YT videos about him and not hear his full name pronounced. What other well-known communicators can you say that about?
I've been learning frontend and backend cause it's the fastest path to getting a job, but from now I'm going deep into calculus, statistics and lineal algebra cause it's my dream to become an AI engineer
Great presentation. I love his humility and pragmatism when it comes to AGI. That's a shame the so called leaders of the silicon valley are not like him.
Simply amazing. 10:45 literally inspired me to write a whole python package to make this logic available to data analysts/scientists/engineers more widely (called dpq on github/pypi).
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.😊
![The Near Future of AI [Entire Talk] - Andrew Ng (AI Fund)](http://i.ytimg.com/vi/KDBq0GqKpqA/mqdefault.jpg)
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.
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.
Indeed.
I am having a sitz bath and watching this lol. Yeah what a time to be alive
me too， bro
Stockholm syndrome
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.
a good teacher
his Coursera courses are awesome
agree, agree, agree. He never tries to push tons of words into your brain, just what really needs
He's definitely not a hero he's nefarious but he is a good teacher
@@trawsoza2926 why
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.
✨Laurence Moroney and Andrew Ng✨
Yeah
Couldn't agree more!
Thank you so much
did you find a job in AI?
"AI is the new electricity" the best quote of the century! Great Prof. Andrew Ng
Also, "Data is the new oil"
Andrew Ng is awesome on multiple levels. I'm always a bit smarter each time I listen to him.
I am loving to see that how calm and Serene this guy is while giving a concept.
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.
0:39
2:22 3:07 3:15
4:31
@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.
andrew ng is so over rated
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.
Another AI opportunity, to use AI to combat exploitative use cases. Fight bad AI with good AI haha.
Wonderfully put! The benefits of AI should be shared with all of humanity.
We need more people like Andrew Ng in this world, very inspiring and helpful.
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.
@@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.
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.
Very concise and well laid out presentation. Any beginner who wants to take their first step into AI will benefit from this
Thank you so much Andrew Ng and Stanford for teaching and sharing in the most basic way about AI and its applications and risks. you are a real Teacher. any person can learn about this AI topic.
"survive and thrive for the future"
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!
Ezra u
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
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!
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.
Can you please share the road map for the machine learning?
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!
My Super hero and AI hero, thanks so much for all your wonderful courses, documents, etc!
Thank you, Andrew Ng, and a big thanks to the entire team for making it possible for us to listen to such a great man discuss an amazing topic.
He seems like a very kind man. I like his thoughts around AI, I find myself aligning with his line of thinking as to all the hype that's going on at the moment.
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
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
This is the master who can describe difficult things so easily understandable!
Happy to be one of your online students, big impact on many peoples life you are creating!
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. 🙏
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
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
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.
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.
It would have been interesting to have the Q/A included. Great talk.
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🙏
The "simp'ing" is strong in this one.
Andrew Ng is a great mentor. His Machine Learning course at Coursera was my first online AI online course about 12 y ago. Since then I have taken tens of online courses and became an AI mentor.
Andrew has changed my life. My journey to learn AI started with Andrew.
Can you please share the road map for getting started with AI.
It was fascinating to hear Andrew Ng's predictions about the future of AI in 2023. The video does a fantastic job of capturing the enormity of the opportunities.
timeless and classic conclusion
Really the first realistic overview I've seen in the echo chambers of RUclips, 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.
Andrew Ng makes AI accessible, understandable, and relevant for people ... this knowledge and his teaching is a gift that he shares with humanity.
Thank you for imparting your knowledge Andrew! Thanks Stanford Online for uploading the content too.
This dude deserves noble prize
such a bright and humane person… enjoyed every minute of his talk
So grateful for this… Thank you so much Dr Andrew NG and Stanford University
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.
Wonderful presentation. Thank you Andrew Ng, thank you Stanford.
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!
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.
For that wonderful build-up to 5th goal, I had to goce a like💯
Sweden has great players and even better gameplay🔥
Andrew NG is best educator and how he shares is ideas/thoughts in such a simple way that anyone can just understand
Love his soothing voice and simple, but not simplistic explanations.
His stand on ethical grounds and serving humanity with technology is what makes him a great person.
Andrew Ng Truly an awesome inspiration thank you for everything ❤🎉
Excellent presentation. I gained 10x knowledge on AI watching this. Thanks Andrew
I am back again. Always nice to review great talks.
This man strikes me as a very brilliant person. Kudos man, so effortless in his speech, very highly captivating.
Thank you Andrew and Stanford
I always love to watch Andrew Ng videos.
Watched it non stop. A great teacher who can explain a very complex topic in a very simple way.
Very thoughtful talk and easy to follow, love it
Thank you for sharing this one! I enjoyed your discussion of when to build and how to consider the idea.
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! 🦋🦋🦋
Brilliant thinker and very personable. Great talk.
Andrew Ng has excellent ability to explain complex AI topics in concise and layman terms!
🎯 Key Takeaways for quick navigation:
00:00 🤖 Dr. Andrew Ng discusses opportunities in AI as a general-purpose technology.
01:26 🧠 AI comprises various tools, with supervised learning and generative AI being the most important.
02:09 💡 Supervised learning excels at labeling and mapping tasks in various applications, such as spam detection, online advertising, self-driving cars, and automated visual inspection.
05:50 🔥 Generative AI, like GPT-3, generates text based on supervised learning principles by predicting the next word in a sequence.
08:06 🚀 Low-code and no-code AI tools are making it easier for developers to create customized AI applications rapidly.
11:47 💰 Current AI value is concentrated in consumer software and the internet, but there is vast untapped potential in other industries.
15:57 🛠️ The emergence of low-code and no-code AI tools is enabling AI adoption in diverse industries and use cases.
20:47 🌐 Dr. Ng started AI Fund, an incubator, to explore diverse AI opportunities by creating startups.
22:12 💻 Opportunities in the AI stack include hardware, infrastructure, developer tools, and applications, with application layer success being crucial for the ecosystem.
23:36 🤖 Andrew Ng discusses Armor.ai, an AI-powered platform for romantic relationship coaching, highlighting the unique opportunities at the application layer where AI and relationships expertise intersect.
25:28 🚢 Bearing AI is an example of using AI to make ships more fuel-efficient, demonstrating the process of validating startup ideas and bringing in a CEO from the beginning for efficiency.
28:33 🌐 Andrew Ng emphasizes focusing on one's "swim lane," specializing in AI while collaborating with subject matter experts to explore exciting new opportunities in various domains.
30:36 🧠 Engaging with concrete AI ideas efficiently validates or falsifies them and provides clear execution direction, making collaboration with subject matter experts more effective.
32:00 🌍 Andrew Ng addresses the responsibility of ensuring AI projects benefit humanity ethically, acknowledging challenges like bias and the potential job disruptions.
33:52 🤖 Artificial General Intelligence (AGI) is still decades away, and concerns about AI causing human extinction are overblown; gradual development allows for oversight and safety measures.
35:40 🌏 AI, as part of the solution, can help address real extinction risks to humanity, such as pandemics and climate change, rather than being a significant threat itself.
Made with HARPA AI
Super! Which type of "youtube summary" command did you use, longer or shorter?
The timestamps seem to be wrong.
AI Fund is a _studio,_ not an _incubator._ Very different things.
HARPA needs to be fined tuned. Also unfortunately this won't work too well with visual representations and tables shown on the video.
Thanks
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.
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!
Great talk!! One question / comment. When talking about the problems with AI, he didn't mention the opacity problem. The fact that we can't explain why an AI system gave a particular answer to a certain question is problematic, especially when these systems are deployed in settings that affect pepole's rights (like getting a loan, credit score, parole issues, etc.). Moreover, these systems can be manipulated by their users and developers. Users can deploy various attacks, and malicious developers might train the system to contain backdoors. The prodact is a black box. In many cases it's not a problem, but in many other cases it is.
I'd love to hear what Andrew has to say about it.
Thank you for sharing your knowledge to everyone 🎉
Andrew is really a source of inspiration. Thankyou
I'm happy to being part of as a viewer of stanferd University.... In future I hope new videos are coming....
This is a valid layer of how AI growth across sectors corresponds with each other! Andrew is a legend!
The idea of generative AI with long tail business is very impressive. Thank you, Andrew.
Very informative and insightful. A pleasure to watch / and easy to digest. - And now... onto my next AI training ;) 😃👍
Very informative speech! And I must admit that I envied the start up that found a chance to work with him. Geography matters...
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! 🚀🤖
Great content to explain What's AI and Amazing speaker !. I'm love of Andrew NG ;)
Andrew is the complete sauce of being extremely good at theory and extremely pragmatic guy. I am so fascinated. A true inspiration for me
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!!!!
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.
Fantastic content, definitely worth 30min of your life to watch!
High quality overview of AI at present and possibilities for the future. Everyone interested in AI must check it out. Thank you'
He is the reason why I am in AI space right now. Thank you, Sir. It all started in 2012 with Coursera.
Guia correcta para iniciar en todo de cero ?
Great presentation -- thank you for making it available.
I do think it's funny -- and maybe a reflection on Andrew's humility -- that you can go through many YT videos about him and not hear his full name pronounced. What other well-known communicators can you say that about?
I've been learning frontend and backend cause it's the fastest path to getting a job, but from now I'm going deep into calculus, statistics and lineal algebra cause it's my dream to become an AI engineer
Great talk, Andrew is the goat 🐐
Clear and solid explaination that clear my doubts about AI risk.. thanks doctor 👍🙏🏻
Excellent presentation! I'm glad that I found it.
Andrew is democratizing access to company building. Great purpose.
Andrew is one of goats in AI, thank you for your dedication and hard work
Thank you so much, Andrew Ng!
Andrew always delivers such interesting views. Everything I've encountered that he speaks about or does is simply great.
Great presentation. I love his humility and pragmatism when it comes to AGI. That's a shame the so called leaders of the silicon valley are not like him.
Simply amazing. 10:45 literally inspired me to write a whole python package to make this logic available to data analysts/scientists/engineers more widely (called dpq on github/pypi).
Dr. Andrew Ng is amazing! I wish I could get his autograph.
Very valuable speech! Thank you very much.
His ways of explanation are top notch❤💯
Thanks Andrew. AI should be seen as gen purpose tech is an eye opening point to generate ideas
Andrew Ng is awesome. Love him.
It takes a brilliant mind like Andrew to make complex things relatable and understandable for most people
This lecture can only be described as awesome in practicality as with the real time application of artificial intelligence.
Excellent presentation. Kudos!
Truly an inspiration and reason to love learning AI
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.😊
Excellent presentation and speech!