Andrew Ng

@AndrewYNg1.9M followers

Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs

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1Aug 14The AI Engineering Skills Map I am delighted to present The AI Engineering Skills Map. AI allows us to build software very differently today than in 2022, and everyone with the ski26.1×6.9M25k4.1k53k
2Apr 27, '231/ Thrilled to announce: Our new course ChatGPT Prompt Engineering for Developers, created together with @OpenAI, is available now for free! Access it here:15.5×4.1M17k4.3k11k
3Mar 13, '25Some people today are discouraging others from learning programming on the grounds AI will automate it. This advice will be seen as some of the worst career advice ever given. I di8.0×2.1M12k2.7k5.3k
4Nov 1, '23My new course, Generative AI for Everyone, is now available! Learn how Generative AI works, how to use it in professional or personal settings, and how it will affect jobs, busines7.2×1.9M7.1k1.5k4.3k
5Mar 29, '231/The call for a 6 month moratorium on making AI progress beyond GPT-4 is a terrible idea. I'm seeing many new applications in education, healthcare, food, ... that'll help many pe6.7×1.8M8.2k1.6k733
6Aug 6, '25I'm thrilled to announce the definitive course on Claude Code, created with @AnthropicAI and taught by Elie Schoppik @eschoppik. If you want to use highly agentic coding - where AI6.2×1.7M8.6k1.2k13k
7Mar 26, '23If you’re a frequent user of ChatGPT, what are you using it for?5.5×1.5M3.6k3631.9k
8Jun 23, '20The suspension of the H1B visa program is bad for the US, bad for innovation, and will shatter dreams and disrupt lives. As a former H1B visa holder, my heart goes out to all the f5.2×017k2.7k132
9May 30, '23When I think of existential risks to large parts of humanity: * The next pandemic * Climate change→massive depopulation * Another asteroid AI will be a key part of our solution. So5.1×1.4M4.3k824255
10Aug 7, '24I'm teaching a new course! AI Python for Beginners is a series of four short courses that teach anyone to code, regardless of current technical skill. We are offering these courses4.6×1.2M8.3k1.7k7.7k
11Mar 14, '18Stephen Hawking once said, "I'm not afraid of death, but I'm in no hurry to die. I have so much I want to do first." RIP Professor Hawking, and may we all strive to live as fully a4.3×012k3.4k22
12Jun 6, '24The effort to protect innovation and open source continues. I believe we’re all better off if anyone can carry out basic AI research and share their innovations. Right now, I’m dee4.2×1.1M3.2k747849
14Feb 9, '23I wish schools could make homework so joyful that students want to do it themselves, rather than let ChatGPT have all the fun.4.0×1.1M9.2k1.1k178
15Aug 4, '20More companies should tell employees it's fine if your kids show up on Zoom when you're working from home. This isn't a sign of someone being unprofessional. This is a sign that yo3.9×012k2k33
16Jun 11, '23Had an insightful conversation with @geoffreyhinton about AI and catastrophic risks. Two thoughts we want to share: (i) It's important that AI scientists reach consensus on risks-s3.8×1M3.3k734958
17Oct 31, '23My greatest fear for the future of AI is if overhyped risks (such as human extinction) lets tech lobbyists get enacted stifling regulations that suppress open-source and crush inno3.7×990k3.7k721526
18Jan 7, '24After reading the @nytimes lawsuit against @OpenAI and @Microsoft, I find my sympathies more with OpenAI and Microsoft than with the NYT. The suit: (1) Claims, among other things, 3.6×946k3.4k523826
19Dec 18, '23In AI, the ratio of attention on hypothetical, future, forms of harm to actual, current, realized forms of harm seems out of whack. Many of the hypothetical forms of harm, like AI 3.5×918k2.8k446355
20Sep 25, '25Last week, China barred its major tech companies from buying Nvidia chips. This move received only modest attention in the media, but has implications beyond what’s widely apprecia3.4×917k5.8k9551.9k
21Sep 7, '23I'm happy to be on the Time AI 100 list of influential people in AI, and thrilled that 8 others from my Stanford group or other teams I led are also named! Congratulations to my fo3.4×895k4k274411
22Oct 7, '25Announcing my new course: Agentic AI! Building AI agents is one of the most in-demand skills in the job market. This course, available now at , teaches you how. You'll learn to imp3.4×892k7.3k1.2k6.8k
23Jan 16, '25Writing software, especially prototypes, is becoming cheaper. This will lead to increased demand for people who can decide what to build. AI Product Management has a bright future!3.3×886k5.3k9934.6k
24Oct 16, '23Attending ⁦@geoffreyhinton⁩’s retirement celebration at Google with old friends. Thank you for everything you’ve done for AI! ⁦@JeffDean⁩ ⁦@quocleix⁩3.2×855k3.8k21392
25Oct 31, '23Laws to ensure AI applications are safe, fair, and transparent are needed. But the White House's use of the Defense Production Act—typically reserved for war or national emergencie3.2×854k3.1k592603
26Mar 21, '24I think AI agentic workflows will drive massive AI progress this year — perhaps even more than the next generation of foundation models. This is an important trend, and I urge ever3.2×841k5.2k1.2k3.8k
27Nov 20, '23Thank you to the entire OpenAI team, including esp @sama @gdb @miramurati, for your incredible contributions to AI. It is tragic that the foolish decisions of a few people are hurt3.1×835k6.1k401178
28Jun 5, '23I'd like to have a real conversation about whether AI is a risk for human extinction. Honestly, I don't get how AI poses this risk. What are your thoughts? And, who do you think ha3.1×833k3.5k652418
29Jan 27, '25Today's "DeepSeek selloff" in the stock market -- attributed to DeepSeek V3/R1 disrupting the tech ecosystem -- is another sign that the application layer is a great place to be. T3.0×792k6.9k9791.2k
30Mar 26, '25New short course: Vibe Coding 101 with Replit! Learn to build and host applications with an AI agent in this course, built in partnership with @Replit and taught by its President @2.8×754k4.2k6615k
31Aug 29, '24After a recent price reduction by OpenAI, GPT-4o tokens now cost $4 per million tokens (using a blended rate that assumes 80% input and 20% output tokens). GPT-4 cost $36 per milli2.8×744k3.5k6032k
32Mar 12, '17I often advise people to take on projects you're only 70% qualified for, but then learn like crazy to bridge that 30%.2.6×05.8k2.5k106
33Jan 11, '24It is only rarely that, after reading a research paper, I feel like giving the authors a standing ovation. But I felt that way after finishing Direct Preference Optimization (DPO) 2.6×696k5k7453.6k
34Feb 27, '25Announcing: Agentic Document Extraction! PDF files represent information visually - via layout, charts, graphs, etc. - and are more than just text. Unlike traditional OCR and most 2.6×690k6.1k8466.9k
35Dec 4, '23The LVM (large vision model) revolution is coming a little after the LLM (large language model) one, and will transform how we process images. But there’s an important difference b2.6×685k3.9k7721.7k
36Jun 15, '22The new Machine Learning Specialization by @DeepLearningAI_ & @StanfordOnline is now available on @Coursera! You’ll learn the fundamentals of ML & gain practical experience2.4×05.5k1.3k1.1k
37Dec 13, '221/Large language models like Galactica and ChatGPT can spout nonsense in a confident, authoritative tone. This overconfidence - which reflects the data they’re trained on - makes t2.4×06.5k1k765
38Apr 18, '22Coursera had started with my machine learning class. I’m delighted to announce that I’ll soon be teaching a new Machine Learning Specialization, created by @StanfordOnline & @D2.4×06k1.4k573
39Jul 31, '25There is now a path for China to surpass the U.S. in AI. Even though the U.S. is still ahead, China has tremendous momentum with its vibrant open-weights model ecosystem and aggres2.4×638k3.9k8321.6k
40Jun 28, '19I’m glad DeepNude is dead. As a person and as a father, I thought this was one of the most disgusting applications of AI. To the AI Community: You have superpowers, and what you bu2.4×06.8k1.5k62
41Jan 30, '25The buzz over DeepSeek this week crystallized, for many people, a few important trends that have been happening in plain sight: (i) China is catching up to the U.S. in generative A2.3×618k4.3k1k1.9k
42Feb 20, '19Announcing Nova Ng, our first daughter. Plus, some thoughts on the AI-powered world she will grow up in:2.3×08.4k37854
43Feb 6, '23If you're starting a reading group on Large Language Models (LLMs), what is one research paper you will want added to the reading list? Researchers: Feel free to recommend your own2.2×597k3.2k4672.5k
44Jan 29, '17To all Researchers: If US Muslim ban remains, lets move our conferences elsewhere. Science must be open to all.2.2×04.3k2.5k2
45Jun 11, '18AI+ethics is important, but has been partly hijacked by the AGI (artificial general intelligence) hype. Let's cut out the AGI nonsense and spend more time on the urgent problems: J2.2×05.3k1.9k62
46Nov 18, '23Sending love to everyone at OpenAI. Whatever happens next, many of us are wishing the best for all of you and for the amazing company you've built. ❤️2.2×577k5.1k32489
47Aug 8, '17Announcing deeplearning.ai! Deep Learning on Coursera: Master Deep Learning, and build a career in AI!2.2×04.7k2.2k2
48Feb 24, '22I stand with Ukraine 🇺🇦 against Putin's unprovoked invasion.2.2×07.7k64424
49Jun 12, '25There’s a new breed of GenAI Application Engineers who can build more-powerful applications faster than was possible before, thanks to generative AI. Individuals who can play this 2.0×539k4.3k7305.6k
50Sep 21, '25My heart goes out to all the families and individuals anxious over their futures following the abrupt and chaotic announcement of H-1B visa changes. America should be working to at2.0×533k6.6k487444
52Aug 8, '17Want to break into AI? You can learn Deep Learning from new deeplearning.ai courses on Coursera:2.0×04.6k1.7k63
53Jan 20, '21I just told my daughter that if we can have a woman VP in the White House, then she, too can do anything. Since she's 2 years old, she responded that she would like some chocolate.1.8×07.2k29915
54Aug 7, '25Recently Meta made headlines with unprecedented, massive compensation packages for AI model builders exceeding $100M (sometimes spread over multiple years). With the company planni1.8×482k3.5k4131.7k
55Oct 17, '23I’m teaching a new course: Generative AI for Everyone, which is coming soon! Learn how Generative AI works, how to use it in professional or personal settings, and how it will affe1.8×481k3.7k6321.2k
56Dec 7, '22ChatGPT is sometimes amazing, and sometimes hilariously wrong. Here, it confidently explains to me why an abacus is faster than a GPU. 😃1.8×05.3k683323
57Aug 2, '20What do you think is the single most important problem that the AI community should be working on?1.8×03.2k501355
58Feb 28, '19AI For Everyone is now available on @Coursera! This course will help non-engineers and engineers work together to leverage AI capabilities and build an AI strategy. If you want you1.8×04.1k1.3k300
59Feb 26, '24To all my Google friends: I know this week has been tough with a lot of criticism about Gemini's gaffes. Just wanted to say I love all of you and am rooting for you. I know everyon1.7×446k3.4k202168
60Sep 27, '18Deep Learning is getting really good on Big Data/millions of images. But Small Data is important too. Am seeing many exciting applications at Landing AI where you can get good resu1.7×04.4k1.2k81
61Nov 25, '24Announcing new open-source Python package: aisuite! This makes it easy for developers to use large language models from multiple providers. When building applications I found it a 1.7×439k5.6k1k3.6k
62Nov 17, '17It's not right for PhD programs to be accessible only to rich families. The current US proposal to tax tuition forgiveness is a huge step in that direction and will discourage many1.6×03.9k1.6k0
63Jan 27, '21In 2021, what do you think is the single most important problem that the AI community should be working on?1.6×03.2k454272
64Sep 4, '24We just released the final two courses of AI Python for Beginners! The complete set of four courses is now available and remains free for a limited time. They teach how to write co1.6×421k3.7k7364.4k
65Feb 6, '25Introducing Agentic Object Detection! Given a text prompt like “unripe strawberries” or “Kellogg’s branded cereal” and an image, we use an agentic workflow to reason at length and 1.5×398k4.4k6843.6k
66Jul 26, '17With so much information now online, a strong work ethic and growth mindset, even more than knowledge, predicts your future success.1.5×03.1k1.5k33
67Jun 23, '17Launching my new project! Hope will help many of you: deeplearning.ai More announcements soon. #deeplearniNgAI1.4×03.3k1.3k0
68Jan 17, '19A little peek at our latest project. Baby Ng is on the way - Arriving February 2019! @robot_MD1.4×05.4k1109
69Mar 31, '21When I think about what we can do to build a brighter future for our children, the most important thing is to create a foundation for education. Because education is knowledge. And1.4×04.7k52927
70Dec 26, '24One of the best things the U.S. can do is make high-skill immigration easier. @levie is right. It is awful that the wait time for a green card can be over a decade, and that after 1.4×369k3k330270
71Jul 16, '21Tell me you work in AI without telling me you work in AI.1.4×03.3k255135
72Nov 14, '18Announcing AI For Everyone, the newest @deeplearningai_ course! Whether you're a CEO, product manager, marketer, recruiter, designer, or financier, this non-technical course will h1.4×03.1k1.1k210
73Jan 1, '19Happy New Year! If you're still working on your 2019 resolutions, don't only plan what you want to do, but also plan what you want to learn. This may be the best investment you can1.3×04.1k78726
74Jan 30, '18Announcing the AI Fund! We have raised $175 million, and will start multiple new businesses that use AI to improve human life. We also hope to help many of you enter AI, and do the1.3×03.1k1.2k3
75Jul 15, '19Computer Scientist Alan Turing will appear on UK currency. This is wonderful! Perhaps this acknowledgement of his accomplishments will encourage more people to enter CS and AI?1.3×03.6k96615
76Feb 7, '22I just tested positive for Covid. I am very grateful to the people that’ve worked on vaccines worldwide. My symptoms are comparable to a mild flu, but if I hadn’t had a vaccine &am1.3×05k15521
77Jul 13, '20I'm grateful for Dr. Fauci's tireless work to disseminate good science about the pandemic. When we see a scientist unfairly attacked, we need to speak up. It is by doing so that we1.3×04k7598
78Oct 22, '25Fun breakfast with @ylecun. We chatted about open science and open source (grateful for his tireless advocacy of these for decades), JEPA and where AI research and models might go 1.3×343k4.8k188248
79Feb 12, '18If someone builds a Deep Learning-powered startup, should we call them entrepreneurial or entrepreneural?1.3×03.6k7695
80Dec 11, '22I feel lucky to be alive when technological marvels are invented every week. The rapid progress makes life more fun!1.3×04.5k33660
81Mar 31, '19Saying bye to my daughter Nova before I head to London for a few days. I have an irrational worry that by the time I get home on Thursday she'll be all grown up and have forgotten 1.2×04.8k1128
82Sep 25, '17Stanford's first day of class--record-breaking 1040 people already enrolled for on-campus Machine Learning (CS229). Wow! @danboneh1.2×03.2k8971
83Aug 15, '21With the fall of Afghanistan's government, women's rights took a big step backward today. This is a sobering reminder that the rise of human rights isn't inevitable, and we have to1.2×04.1k52216
84Jan 3, '191/The rise of Software Engineering required inventing processes like version control, code review, agile, to help teams work effectively. The rise of AI & Machine Learning Engi1.2×02.9k896183
85Sep 13, '21Happy International Programmers' Day! This is celebrated on the 256th day of the year, which is today. ❤️ all of you writing or learning to write software for other people to use!1.2×03.7k67612
86Sep 30, '25Announcing a significant upgrade to Agentic Document Extraction! LandingAI's new DPT (Document Pre-trained Transformer) accurately extracts even from complex docs. For example, fro1.1×300k3.6k5213.8k
87Jul 6, '20New @ICEgov policy regarding F-1 visa international students is horrible & will hurt the US, students, and universities. Pushes universities to offer in-person classes even if 1.1×03.2k73126
88Jan 9, '25Using AI-assisted coding to build software prototypes is an important way to quickly explore many ideas and invent new things. In this and future posts, I’d like to share with you 1.1×294k3k4353.1k
89Apr 18, '24Meta released Llama 3 on my birthday! 🎂 Best present ever, thanks Meta! 😀1.1×294k4.1k162109
90May 27, '25Agentic Document Extraction just got much faster! From previous 135sec median processing time down to 8sec. Extracts not just text but diagrams, charts, and form fields from PDFs t1.1×291k3.7k5484k
91Jan 2, '25Despite having worked on AI since I was a teenager, I’m now more excited than ever about what we can do with it, especially in building AI applications. Sparks are flying in our fi1.1×289k3.3k4941.9k
92Mar 21, '21To everyone speaking privately or publicly to #StopAsianHate, I want to say: Thank you.1.0×03.9k3088
93May 24, '21Would love your feedback on this: AI Systems = Code (model/algorithm) + Data. Most academic benchmarks/competitions hold the Data fixed, and let teams work on the Code. Thinking of1.0×03.1k355168
94Mar 18, '19One of the (many) reasons AI research is progressing faster than ever is that there're now more people doing AI research than at any other point in history. This is a wonderful tre1.0×03k63419
95Apr 24, '25Even though I’m a much better Python than JavaScript developer, with AI assistance, I’ve been writing a lot of JavaScript code recently. AI-assisted coding, including vibe coding, 1.0×266k3.2k4471.1k
96Feb 11, '25VP @JDVance at the Paris AI Summit: "I'm not here to talk about AI Safety... I'm here to talk about AI Opportunity." This is excellent! Thrilled to see the US gov focus on opportun1.0×265k3.3k240155
97Nov 8, '18Apparently 20 years ago I was already contributing to face recognition research. 😃 #tbt1.0×03.5k36013
98Oct 12, '20No we're not, Mr. President. Living in California, I will keep working to benefit all Americans and all people everywhere. I hope everyone in the Federal Government will do so too.0.8×03.1k2445
99Aug 15, '22Happy 75th Independence Day to all my friends in India! 🇮🇳Democracy is a powerful tool for improving people's lives. It is wonderful to see the many people in India and worldwide0.8×03.3k1439
100Nov 7, '20I'm relieved at the election outcome and grateful to so many that made it possible. Thank you to every election worker helping run a fair process. To the media that defended the tr0.8×03.2k1197
101Oct 8, '24I was the first to call Geoff Hinton "Godfather of Deep Learning", which later became "Godfather of AI." Thrilled to see him win the Nobel prize together with John Hopfield for AI.0.7×174k4.7k428207

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