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

2 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

2 ай бұрын

Welcome to the future my friend.

@kamilziemian995

2 ай бұрын

Indeed.

@fantastic6295

Ай бұрын

I am having a sitz bath and watching this lol. Yeah what a time to be alive

@fengxiw3731

Ай бұрын

me too， bro

"AI is the new electricity" the best quote of the century! Great Prof. Andrew Ng

@karnaghose4784

8 ай бұрын

Also, "Data is the new oil"

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

8 ай бұрын

✨Laurence Moroney and Andrew Ng✨

@my411mx

8 ай бұрын

Yeah

@arijitgoswami3652

8 ай бұрын

Couldn't agree more!

@arifulislamleeton

8 ай бұрын

Thank you so much

@Hurtchie

8 ай бұрын

did you find a job in AI?

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

6 ай бұрын

a good teacher

@rocketPower047

4 ай бұрын

his Coursera courses are awesome

@huutoan1

4 ай бұрын

agree, agree, agree. He never tries to push tons of words into your brain, just what really needs

@trawsoza2926

3 ай бұрын

He's definitely not a hero he's nefarious but he is a good teacher

@rocketPower047

3 ай бұрын

@@trawsoza2926 why

We need more people like Andrew Ng in this world, very inspiring and helpful.

@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

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.

Andrew Ng is awesome on multiple levels. I'm always a bit smarter each time I listen to him.

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

8 ай бұрын

0:39

@jackynft16

8 ай бұрын

2:22 3:07 3:15

@jackynft16

8 ай бұрын

4:31

@evanshlom1

8 ай бұрын

True but has he made anything significant that has an actual application? Teaching and incubating aside

@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.

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

6 ай бұрын

Another AI opportunity, to use AI to combat exploitative use cases. Fight bad AI with good AI haha.

@jamesdalton7865

4 ай бұрын

Wonderfully put! The benefits of AI should be shared with all of humanity.

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.

This dude deserves noble prize

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!

It would have been interesting to have the Q/A included. Great talk.

Very concise and well laid out presentation. Any beginner who wants to take their first step into AI will benefit from this

Andrew NG is best educator and how he shares is ideas/thoughts in such a simple way that anyone can just understand

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

I always love to watch Andrew Ng videos.

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

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

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

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

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

8 ай бұрын

I read the quote, " Data is the new oil" Get that today. Data is everything in this new era.

@JonathanDennill

8 ай бұрын

@@cademcmanus2865 thanks dude!

Excellent talk. Thanks!

Thank you for sharing this one! I enjoyed your discussion of when to build and how to consider the idea.

Thank you for sharing your knowledge to everyone 🎉

Truly an inspiration and reason to love learning AI

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

7 ай бұрын

Ezra u

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.

Andrew is really a source of inspiration. Thankyou

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. 🙏

Happy to be one of your online students, big impact on many peoples life you are creating!

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

My Super hero and AI hero, thanks so much for all your wonderful courses, documents, etc!

Andrew Ng is awesome. Love him.

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! 🚀🤖

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.

🎯 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

@cupotko

8 ай бұрын

Super! Which type of "youtube summary" command did you use, longer or shorter?

@anirudh247

8 ай бұрын

The timestamps seem to be wrong.

@j10001

8 ай бұрын

AI Fund is a _studio,_ not an _incubator._ Very different things.

@darksector1389

6 ай бұрын

HARPA needs to be fined tuned. Also unfortunately this won't work too well with visual representations and tables shown on the video.

@gautambatwar7231

6 ай бұрын

Thanks

Very thoughtful talk and easy to follow, love 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! 🦋🦋🦋

Thanks for sharing!

Excellent presentation! I'm glad that I found it.

Andrew Ng Truly an awesome inspiration thank you for everything ❤🎉

So grateful for this… Thank you so much Dr Andrew NG and Stanford University

Thank you Prof. Andrew Ng

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!!!!

I took some Coursera´s courses and Mr A. NG was the instructor, He has a great way for teaching

The idea of generative AI with long tail business is very impressive. Thank you, Andrew.

Thank you for sharing 💙

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

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

8 ай бұрын

Can you please share the road map for the machine learning?

Dr. Andrew Ng is amazing! I wish I could get his autograph.

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.

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.

Wonderful presentation. Thank you Andrew Ng, thank you Stanford.

thanks for spreading so valuable thoughts

Really really awesome video. Thank you for sharing this much of information.👍👍

He definitely changed my life 😅 I am an MLE now cause of him.

Andrew Ng has excellent ability to explain complex AI topics in concise and layman terms!

Excellent presentation. I gained 10x knowledge on AI watching this. Thanks Andrew

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

8 ай бұрын

The "simp'ing" is strong in this one.

Thank you very much for doing this!

Thanks Andrew. AI should be seen as gen purpose tech is an eye opening point to generate ideas

Great talk, Andrew is the goat 🐐

Very valuable speech! Thank you very much.

His stand on ethical grounds and serving humanity with technology is what makes him a great person.

Very informative speech! And I must admit that I envied the start up that found a chance to work with him. Geography matters...

thank you Andrew for these insights.

what a great lecture

Brilliant thinker and very personable. Great talk.

Andrew Ng makes AI accessible, understandable, and relevant for people ... this knowledge and his teaching is a gift that he shares with humanity.

Love his soothing voice and simple, but not simplistic explanations.

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.

This lecture can only be described as awesome in practicality as with the real time application of artificial intelligence.

Thank you for imparting your knowledge Andrew! Thanks Stanford Online for uploading the content too.

Very inspiring and helpful ❤

he changed my life. thank you so much!

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

3 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.

High quality overview of AI at present and possibilities for the future. Everyone interested in AI must check it out. Thank you'

Excellent presentation and speech!

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

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

His ways of explanation are top notch❤💯

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.

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 video, thanks for sharing!

Thank you very much Andrew!

Watched it non stop. A great teacher who can explain a very complex topic in a very simple way.

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.

Great content to explain What's AI and Amazing speaker !. I'm love of Andrew NG ;)

I am loving to see that how calm and Serene this guy is while giving a concept.

Fantastic content, definitely worth 30min of your life to watch!

I’d be very interested to understand Prof Ng’s perspectives on the social consequences of the AI he describes.

@simplybe6506

8 ай бұрын

I would be glad to provide you with some insights into Professor Andrew Ng's perspectives on the social consequences of the AI he describes. Professor Ng, a prominent figure in the field of artificial intelligence, has spoken extensively about the potential societal impacts of AI advancements. He acknowledges both the tremendous benefits AI can bring and the challenges it poses. 1. **Job Disruption and Reskilling:** Professor Ng recognizes that AI and automation can lead to job displacement in certain sectors. He emphasizes the importance of reskilling and upskilling the workforce to transition into roles that require uniquely human skills like creativity, emotional intelligence, and critical thinking. 2. **Ethical AI and Bias:** He highlights the significance of building ethical AI systems that avoid biases and discrimination. Professor Ng stresses that developers and researchers have a responsibility to mitigate algorithmic bias and ensure fairness in AI applications. 3. **AI in Healthcare and Education:** Professor Ng is enthusiastic about the potential of AI in revolutionizing healthcare and education. He believes that AI technologies can enhance diagnostics, drug discovery, personalized medicine, and make education more accessible through personalized learning experiences. 4. **AI and Privacy:** He underscores the importance of addressing privacy concerns related to the data AI systems require for training and operation. Professor Ng advocates for developing technologies that can provide valuable insights without compromising individuals' privacy. 5. **AI Regulation and Policy:** Professor Ng has expressed the need for effective regulation and policy frameworks to govern AI development and deployment. He suggests that responsible and transparent guidelines are necessary to ensure AI is used for the greater good. 6. **Human-AI Collaboration:** Rather than viewing AI as a replacement for human capabilities, Professor Ng promotes the idea of human-AI collaboration. He envisions AI systems as tools that can amplify human potential and decision-making. 7. **Education and Awareness:** Professor Ng emphasizes the importance of educating the public about AI. He believes that informed individuals are better equipped to make decisions and engage in meaningful discussions about the societal implications of AI. It's important to note that Professor Ng's perspectives continue to evolve along with the AI landscape. While he acknowledges the potential challenges, he remains optimistic about the positive impacts that AI can have on society when developed and implemented responsibly. Keep in mind that these insights are based on his views up until September 2021, and his thoughts may have evolved since then.

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.

Absolutely Great Content..

I really love Andrew ❤❤❤

Andrew Ng is the only one putting out real, usable info on AI on a regular basis. His newsletter on AI delivers news as soon as it happens. I feel like he somehow knows about everything first.

@RETVQ

7 ай бұрын

Please tell me where can i access his newspaper

@kubasmide223

6 ай бұрын

Check Deeplearning AI

Andrew is democratizing access to company building. Great purpose.

Andrew Sir You are great !

the moment he started speaking, Goosebumps ❤

It takes a brilliant mind like Andrew to make complex things relatable and understandable for most people

such a bright and humane person… enjoyed every minute of his talk

This is a valid layer of how AI growth across sectors corresponds with each other! Andrew is a legend!

Andrew has changed my life. My journey to learn AI started with Andrew.

@rutuja525

5 ай бұрын

Can you please share the road map for getting started with AI.