Andrew Ng

Profil AI Expert

Nationalité: 
Américain(e)
AI spécialité: 
IA Stockastique
Neural Network
Sentiment Analysis
Deep Learning
Apprentissage Machine
IA Business
Occupation actuelle: 
Professeur, Standford Chercheur Entrepreneur
Taux IA (%): 
48.65'%'

TwitterID: 
@AndrewYNg
Tweet Visibility Status: 
Public

Description: 
Andrew Y. Ng est un chercheur américain en informatique. Il est professeur associé au département de science informatique de l'université Stanford. Son travail concerne principalement l'apprentissage automatique et la robotique. En 2012, il fonde Coursera avec Daphne Koller et plus tard il formera deeplearning ai. Il est le formateur en IA le plus réputé d'internet et a su faire adopter l'IA par de nombreux géants du numérique.

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Les derniers messages de l'Expert:

Tweet list: 

2024-03-01 00:00:00 CAFIAC FIX

2024-03-11 00:00:00 CAFIAC FIX

2023-05-19 19:00:00 CAFIAC FIX

2023-05-21 19:00:00 CAFIAC FIX

2023-04-21 00:00:01 CAFIAC FIX

2023-04-11 19:16:02 2/While a data moat can be helpful, I find people tend to overestimate its strength. The engineering recipe of training on someone else’s API output also raises technical, business and legal questions. My longer piece on this in The Batch: https://t.co/StQdVaJldw

2023-04-11 19:15:24 1/Many AI businesses are searching for moats. A data moat strengthens your defenses if the data is hard to replicate. But if a business offers direct access to a ML model's output (like many LLMs), competitors can use that output as labeled training data, circumventing the moat.

2023-04-09 19:35:40 RT @ylecun: The gist of our arguments against the 6-month AI moratorium at @VentureBeat. With @AndrewYNg. https://t.co/TWKgPNmoGN

2023-04-07 19:15:01 Here's a video of my conversation with @ylecun about the proposed 6 month AI pause. I would love to hear what you think of the AI pause -- please reply to share your thoughts! https://t.co/0m45ccYVhn

2023-04-05 17:48:32 Yann LeCun and I have thought a lot about the proposed 6 month AI pause, and plan to chat about it on Friday - the questions it raises for AI and its impact on developers and companies. Please join @ylecun and me for the conversation! RSVP here: https://t.co/o4vVuH4ItM

2023-04-01 20:13:31 Thanks @ClementDelangue and the @huggingface team for hosting the "Woodstock of AI" in San Francisco last night. Great event, and it was wonderful to see all the enthusiasm for AI and the community's rapid technical &

2023-03-29 16:54:56 4/A 6 month moratorium is not a practical proposal. To advance AI safety, regulations around transparency and auditing would be more practical and make a bigger difference. Let's also invest more in safety while we advance the technology, rather than stifle progress.

2023-03-29 16:54:33 3/Responsible AI is important, and AI has risks. The popular press narrative that AI companies are running amok shipping unsafe code is just not true. The vast majority (sadly, not all) of AI teams take responsible AI and safety seriously.

2023-03-29 16:54:02 2/There is no realistic way to implement a moratorium and stop all teams from scaling up LLMs, unless governments step in. Having governments pause emerging technologies they don’t understand is anti-competitive, sets a terrible precedent, and is awful innovation policy.

2023-03-29 16:53:39 1/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 people. Improving GPT-4 will help. Lets balance the huge value AI is creating vs. realistic risks.

2023-03-26 22:20:04 Workera uses generative AI to develop assessments to measure technical skills. (Assessments are vetted by expert humans before being used.) This helps companies and individuals get a granular skill assessment, to decide where to invest in development and https://t.co/EmPh3F91BEhttps://t.co/rjWEmg6EXn

2023-03-26 18:13:31 If you’re a frequent user of ChatGPT, what are you using it for?

2023-03-12 22:47:07 Dealing with SVB's collapse, I'm seeing a lot of the best of the AI &

2023-03-12 21:55:18 I'm glad US gov is looking into protecting SVB's depositors. I see no need to bail out the bank's investors, but failing to protect depositors - who had taken no reckless risks - can mean large layoffs, damage to trust in banks, and setting back AI &

2023-03-10 16:08:20 Sending love and support to everyone at SVB as well as everyone worried about their funds. I know today will be a tough day for a lot of people.

2023-03-05 21:09:42 One year from now, what size LLM (large language model) do you think will be used for the most inferences?

2023-03-05 10:00:00 CAFIAC FIX

2023-03-02 22:00:00 CAFIAC FIX

2023-02-27 01:00:00 CAFIAC FIX

2023-02-14 17:54:28 Happy Valentine's Day -- love you all!

2023-02-09 22:01:02 With AI surging, business leaders need to guide organizations through rapidly emerging opportunities and threats. I’m delighted FourthBrain is offering a live workshop on this, that I'm looking forward to speaking at. https://t.co/h9Apx9m2sE

2023-02-09 19:37:22 I wish schools could make homework so joyful that students want to do it themselves, rather than let ChatGPT have all the fun.

2023-02-06 19:48:14 If 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 own paper too!

2023-01-30 01:00:00 CAFIAC FIX

2023-01-11 23:12:11 2/2 I also wrote a summary in The Batch of the common themes in the hopes people shared. Check it out here. https://t.co/i0c6WtoXhS

2023-01-11 19:32:50 1/2 Thanks everyone that replied to this. Lots of great ideas here! The diversity of our hopes for AI is a sign of how large our field is -- we collectively want AI to go lots of places. https://t.co/4OS3tw58t6

2023-01-05 19:03:12 @renate I'm thrilled to be working with you @renate!

2023-01-03 22:44:44 7/Exciting times ahead, and thank you Yoshua Bengio, @AlonHalevy, @douwekiela, @_beenkim, and @Reza_Zadeh for writing for The Batch!

2023-01-03 22:44:34 6/Reza Zadeh sees generative AI bringing progress to active learning, where a system picks its own examples to be labeled to improve the data. With generative AI, he sees a potential revolution in algorithms generating new data to request to be labeled. https://t.co/qQvvl76fZc

2023-01-03 22:44:23 5/Been Kim discusses AI explainability. AI has taken an engineering-centric approach, where researchers devise techniques via trial and error, and she urges developing fundamental scientific principles that make explanations more trustworthy and accurate. https://t.co/4x91WS03TG

2023-01-03 22:44:10 4/Douwe Kiela points out key directions: Multimodality, grounding, and interaction so AI understands us better

2023-01-03 22:43:59 3/Alon Halevy envisions AI capturing massive amounts of data from your daily life -- photos, browsing, purchases -- and fusing it into a personal timeline that helps you track and achieve your goals, while preserving privacy. https://t.co/7vv92YtlyU

2023-01-03 22:43:45 2/Yoshua Bengio wants to develop new architectures that can discover and reason with high-level concepts, rather than just brute force the learning process by scaling up existing models’ data and compute. https://t.co/NsEdODxXbY

2023-01-03 22:43:29 1/Several leaders share their hopes for AI in 2023, including finding key missing pieces that will enable algorithms to reason, building a personal data timeline, improving AI processes, discovering new principles for explainability, and using generative AI for active learning.

2023-01-01 16:05:09 What do you hope for in AI in 2023?

2022-12-31 23:42:09 2022 has been a great year for AI progress. Excitingly, this has laid a foundation for even more progress in 2023. Happy New Year, friends!

2022-12-28 21:51:28 RT @iyanugabe: "How to build your career in AI" by Andrew Ng is a must-read for anyone interested in starting/growing one's career in Artif…

2022-12-27 22:46:22 Despite the cold weather, we’re in the middle of a red hot AI summer. Read my thoughts — and a roundup of this year’s biggest AI news — in The Batch! https://t.co/4AXRQsGP2I

2022-12-20 01:45:58 @YangK_ai @LandingAI Great list!

2022-12-17 19:09:21 6/More about this in The Batch. https://t.co/piPHIS8qiK

2022-12-17 19:09:02 5/For the World Cup final, here’s wishing good luck to the Argentina team , The France team , and the AI engineering team !

2022-12-17 19:08:24 4/It is inspiring that AI is making its way to all corners of society, with many applications large and small.

2022-12-17 19:07:48 3/Twelve cameras track the players, and embedded sensors track the ball. Accurate real-time localization of everyone/everything makes off-side calls more accurate.

2022-12-17 19:07:39 2/Human referees have struggled to accurately call violations of the off-side rule -- a complex rule involving positions of multiple players and the ball. This is where computer vision steps in.

2022-12-17 19:07:29 1/I find AI’s role in the FIFA World Cup has made the game more fun!

2022-12-15 19:37:27 New ebook! How can you build a career in AI? This compiles my tips on how to: ∙ Learn technical skills ∙ Choose and build AI projects ∙ Find a job Let me know your feedback! https://t.co/L7uEnLsFu9

2022-12-14 20:20:25 New course announcement! Math for Machine Learning and Data Science. Designed to make learning AI's math easy: ∙ Linear algebra ∙ Probability &

2022-12-13 18:04:32 4/More on this in The Batch. https://t.co/xCeSX8HbzT

2022-12-13 18:04:10 3/Building large language models that can accurately decide when to be confident and when not to will reduce their risk of misinformation and build trust.

2022-12-13 18:03:48 2/In contrast, real experts know when to sound confident, and when to let others know they’re at the boundaries of their knowledge. Experts know, and can describe, the boundaries of what they know.

2022-12-13 18:03:34 1/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 them more likely to mislead.

2022-12-11 20:59:34 I feel lucky to be alive when technological marvels are invented every week. The rapid progress makes life more fun!

2022-12-08 13:00:00 CAFIAC FIX

2022-12-07 08:00:00 CAFIAC FIX

2022-11-04 21:28:07 A new UN Climate Change report estimates we might be on track to 2.5°C of warming. It's time to seriously consider cooling down Earth by geoengineering using stratospheric aerosol injection, a solution in which AI will play a critical role. See why. https://t.co/UTa3XtY91I

2022-10-27 18:48:21 Halloween is coming! Check out our special issue of The Batch on this year's biggest AI fears. https://t.co/8cyCWdbOua

2022-09-29 21:27:37 I’d like to address the serious matter of some newcomers to AI experiencing imposter syndrome, where someone wonders if they’re a fraud or really belong in the AI community. Lets build a community that encourages and welcomes everyone. https://t.co/mWi5hy4D3p

2022-09-20 02:34:33 RT @GregL_Intel: I am looking forward to having @AndrewYNg, founder of Landing AI, join us at Intel Innovation next week as our luminary sp…

2022-09-15 19:49:26 The open way that Stable Diffusion's image generation model was released -- allowing users to it on their own machines, not just via API -- has made it a landmark event for AI. Kudos to @EMostaque and the @StableDiffusion team! More in The Batch. https://t.co/I6EWYjTfIf

2022-09-05 19:13:12 Today is Labor Day in the U.S. I wish for all workers everywhere that we will all find work that is meaningful and joyful.

2022-09-01 21:23:33 @therealsreehari AI product management is very exciting, with great opportunities for anyone who does it well. A software product manager specifies what the Code does. But AI systems are made up of Code + Data, and you can't fully control the Data. This makes AI product management fun &

2022-09-01 20:54:06 Finding an AI job can be difficult. By paying close attention to certain details during your search, you can raise your odds of finding a role, team, and company that you truly love. Read more in #TheBatch. https://t.co/7awosA08Hc

2022-08-25 21:56:20 Interested in an AI job, but unsure what different roles entail? Informal chats with working professionals can help you narrow your job search. Read my tips on informational interviews (which are different from job interviews) in The Batch. https://t.co/nl324moHnd

2022-08-24 17:43:48 2/2 Good education really changes lives, but we also can’t continue to have students take out loans to pay for programs that don’t deliver hoped-for benefits. The current system isn’t sustainable, and we can and must do better.

2022-08-24 17:43:36 1/2 Biden's $10,000 student debt forgiveness announcement is a reminder we need to make the education system better. Education needs to become more affordable, more inclusive, and less exclusionary. We also need to pay more attention to helping students find good jobs.

2022-08-19 17:32:18 Here's a framework useful for searching for an AI job. Especially for people entering the field, consider if you’re switching roles and/or industries. Please take a look, and if you have any other AI job search tips to share, please reply to this tweet! https://t.co/MfcDyycDK5

2022-08-15 18:31:01 Happy 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 worldwide continuing to fight for this ideal.

2022-08-05 22:34:16 @alliekmiller @shravangoli @coursera @StanfordOnline It was great fun doing the panel with you @alliekmiller and @shravangoli!

2022-08-05 19:17:15 Reinforcement learning (RL) algorithms are quite finicky -- sensitive to picking hard-to-tune hyperparameters -- compared to supervised deep learning, which has become much more robust the past decade. Will RL progress similarly? My thoughts in The Batch: https://t.co/WVDFYjFXWT

2022-07-28 20:01:58 Course 3 of the new Machine Learning Specialization is now available on @Coursera! We'd launched Courses 1&

2022-07-22 18:44:05 @laroyo @icmlconf @DataCentricAI Thanks @laroyo and team for having me speak at the ICML DataPerf workshop. A lot of people had contributed to the Data-Centric AI competition last year, and I was glad to be able to share the story behind the competition.

2022-07-21 19:50:45 To advance a career in AI, how should one pick projects to work on? Your career will include a sequence of projects growing in scope and complexity. So it helps to pick what can be a stepping stone. My tips on this career progression process in The Batch. https://t.co/tdrEKnySoL

2022-07-21 18:17:47 Interested in accelerating your AI career? Join @alliekmiller, @coursera’s Shravan Goli and me on 8/3 for an interactive discussion about skills that will help you succeed. Reserve your spot here: https://t.co/F4iAOSAQOQ

2022-07-14 19:57:07 Here's the link: https://t.co/PfjTeAAmw8

2022-07-14 19:56:31 How do you pick projects to advance in a technical career in AI? Your career will include many projects, hopefully growing in scope, complexity, and impact over time. Picking good projects will create stepping stones for you to move forward and up. Tips in this week's The Batch.

2022-07-07 21:28:51 What are the most important topics to study for building a technical career in AI? I share my thoughts on this in The Batch. https://t.co/sEfLAssKMc

2022-07-05 21:31:11 Thanks! Last week I wrote about key steps to building a technical career in AI. The full letter is here: https://t.co/J39cCFjc4m Will have more to say on this in this week's The Batch! https://t.co/bqjsDnnWTt

2022-06-29 21:16:50 @realSharonZhou Congratulations @realSharonZhou!

2022-06-27 20:22:55 @MITSloan Thanks @SaraMarieBrown @MITSloan for writing up this nice piece on Data-Centric AI!

2022-06-21 18:27:19 @tiangolo Thank you @tiangolo!I've been a fan of your FastAPI work for years -- I frequently recommend it for quickly deploying trained ML models, and we also use it in @DeepLearningAI_ 's MLOps specialization. I'm really thrilled to hear you'd found the ML class helpful!

2022-06-15 17:08:39 The new Machine Learning Specialization by @DeepLearningAI_ &

2022-06-08 01:26:02 Kira Learning is building the go-to solution for K-12 educators and administrators looking for standards aligned Computer Science curriculum and learning tools. @DeepLearningAI_ &

2022-06-06 20:49:49 RT @rickbmerritt: Kudos to @landingAI for taking #computervision to the factory floor, making manufacturing more efficient with data-centri…

2022-06-02 19:35:13 How will rising interest rates affect AI? Projects that deliver financial returns within a few years will look more attractive than long-term bets. AI teams should be ready for increased pressure to demonstrate near-term tangible value. More here: https://t.co/cRMM1MZI0F

2022-05-31 22:34:10 Read about the surprising origins of many of Machine Learning’s foundational algorithms here. Many algorithms were invented long before digital computers. I also found the first application of logistic regression, K-means and other algorithms fascinating!https://t.co/SsocpasrHU

2022-05-26 20:36:21 The call to arm teachers following the Texas school shooting tragedy is an awful idea.Teachers need to focus on helping students learn, not on preparing for a shootout. The U.S. needs better gun safety laws to protect children.https://t.co/vRMSiR1u0t

2022-05-20 08:11:00 CAFIAC FIX

2022-10-27 18:48:21 Halloween is coming! Check out our special issue of The Batch on this year's biggest AI fears. https://t.co/8cyCWdbOua

2022-10-27 18:48:21 Halloween is coming! Check out our special issue of The Batch on this year's biggest AI fears. https://t.co/8cyCWdbOua

2022-11-28 21:11:07 AI twitter had erupted in controversy over Meta’s release of the Galactica demo. Is it a dangerous product, or was it unnecessarily maligned with overblown fears of harm? Here’s my take. https://t.co/XlCIo3S0mf

2022-03-12 08:11:00 CAFIAC FIX 2022-01-20 22:19:14 The @DeepLearningAI_ mentors play a huge role in helping learners. I’d like to invite you to “How to #BeADeepLearner” on Jan 26, where a panel of mentors will answer your questions about the Deep Learning Specialization or about building an AI career. https://t.co/8EpDkWmlvJ 2022-01-20 21:03:07 Given the impact of Computer Science and AI on every person, it is important to introduce K-12 learners to these subjects. I’m thrilled my friend @Andy_Pasinetti (one of the best education leaders I know) is launching @Kira_Learning to transform K-12 computer science! https://t.co/LK9Hmh4QcS 2022-01-20 07:06:32 The PyTorch team has done a great job building a powerful programming framework. Thank you @soumithchintala and everyone on the team for your contributions to deep learning! https://t.co/PiogiFa99b 2022-01-17 08:11:00 CAFIAC FIX 2022-01-11 08:11:00 CAFIAC FIX 2021-12-31 20:13:54 I’m looking forward to 2022. Let’s all of us together make it a great year! 2021-12-27 08:20:00 CAFIAC FIX 2021-12-17 23:10:27 I’m happy to see MLCommons release both a multilingual speech dataset and a large 30,000 hour diverse english dataset. We need more open datasets like these to help researchers build speech systems that can serve many individuals around the world. https://t.co/wkXgLULE8f 2021-12-16 00:10:11 Thanks to everyone that participated in the Data-centric AI NeurIPS workshop! I was surprised and delighted at the sheer amount of innovation in the field. I also share some of my reflections from the workshop in The Batch. https://t.co/nFyWCWNVEK 2021-12-09 22:06:50 Thank you to all the workshop presenters, plus a shoutout to my co-organizers @laroyo @CodyColeman2000 @GregoryDiamos @profvjreddi @joavanschoren Jean-Carole Wu @realsharonzhou 2021-12-09 22:05:01 We're holding the first NeurIPS Data-centric AI workshop next week on Dec 14th! We had over 160 paper submissions and I’m excited to hear about all this incredible work in Data-centric AI. Check out the program here: https://t.co/Fk9z0NdibB 2021-11-29 17:31:48 Congratulations @jack for the wonderful institution that you've built Twitter to be. 2021-11-09 19:38:10 Thank you @FortuneMagazine @brianbokeefe for having me at the Brainstorm AI conference to talk about Data-centric AI and Landing AI's new fundraise. Great event! https://t.co/SFaM2tx4Xp 2021-11-08 22:40:22 CNBC wrote a nice piece on Landing AI’s $57M Series A. Thank you to @McRockCapital @ScottyMacVC for leading the round, as well as investors Insight Partners, Taiwania, Canada Pension Plan, Intel, Samsung, DRIVE Catalyst, Walsin Lihwa, and AI Fund! https://t.co/9hob2zwwLr 2021-11-08 18:32:09 I’m thrilled Landing AI has closed a $57M Series A, for our Data-centric MLOps platform for computer vision. Industrial AI needs a different recipe than Internet companies. It's time to make cutting-edge AI fast and easy for anyone to use! 2021-11-06 23:20:00 CAFIAC FIX 2021-11-06 16:26:00 CAFIAC FIX 2021-11-02 04:20:00 CAFIAC FIX 2021-11-01 17:30:00 CAFIAC FIX 2021-08-27 21:20:03 cafiac fix 2021-07-09 19:51:05 @karpathy I'm a fan of your work in this space @karpathy, and hope you'll keep sharing your ideas/insights on labeling workflows with everyone! 2021-06-22 21:57:53 Next week on June 30, I’ll be with my Machine Learning Engineering for Production (MLOps) Specialization co-instructors @robert_crowe and @lmoroney, as well as @chipro and @rajatmonga, in a live event to talk about MLOps. Hope to see you there! https://t.co/qtFpD4sgkv 2021-05-18 00:03:03 @HiWoebot Congrats @alisonmdarcy and the @HiWoebot team on this incredible result! We need bots to be transparent about their identity and not pretend to be a human. Woebot's ability to form an emotional bond with people, while being honest and transparent, is exciting. 2021-05-17 19:10:45 @HariAakashK @robert_crowe @DeepLearningAI_ Thanks @HariAakashK and congrats on finishing the first course so quickly! 2021-05-13 21:10:29 Thrilled https://t.co/R0m407WZos’s Machine Learning Engineering for Production (MLOps) specialization is now available on Coursera! Learn to build & 2021-05-12 16:55:14 RT @MikeNashTech: Brilliant points made by @AndrewYNg - Need to shift focus from being model-centric to being data-centric. So true, data i… 2021-04-29 22:32:05 Whoops, sharing this late, but I'm proud Landing AI is in the CB Insights list of the 100 most promising AI startups! https://t.co/E44fdcevwe @CBinsights 2021-04-29 01:22:08 @egrefen Argh, you're right. Computer vision to detect car damage is a great application of Image Wreck-ognition! @tedgreenwald 2021-04-22 15:31:25 Just updated the Deep Learning Specialization with the latest advances. This 2021 release goes up to Transformer Networks, and Prog Exercises are now in TF2. If you’re wondering whether to learn DL, this is a good time to jump in! Learn here: https://t.co/tzc4Ci2N9C 2021-04-20 22:32:59 Let us always remember George Floyd, and keep fighting to make our society fair and just. #BLM 2021-04-20 18:29:18 Join @drfeifei, @curtlanglotz, and me for a fireside chat next week on April 29 to hear us talk about healthcare’s AI future: https://t.co/vYqQusPDR4 2021-04-18 23:36:20 I stopped by @coursera's campus for a dry run of the Coursera Conference, and the team surprised me with birthday cake! Thanks, you all!!! https://t.co/Obxo0YL7Zi 2021-04-17 16:43:02 This Sunday is my birthday! The best gift to me would be if you can watch this video and let me know what you think. https://t.co/1fmg3bqLyS Lets you and I work to shift AI from Model-Centric toward Data-Centric AI development, which will help many teams. 2021-04-07 01:24:59 Nice writeup by @Analyticsindiam on why I think we should move from model-centric AI development (where the emphasis is on improving models) toward #DataCentricAI (where we systematically improve the data, using MLOps tools). https://t.co/7ClnrLKVGC 2021-03-31 19:50:01 RT @NYSE: .@Coursera (NYSE: $COUR) virtually rings the Opening Bell to celebrate its IPO today https://t.co/4EueLNmJGf 2021-03-31 16:24:00 When 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. And knowledge is human progress. https://t.co/rc1Ql7NFgb 2021-03-24 22:26:38 @lmthang Thank you @lmthang! 2021-03-21 20:14:52 To everyone speaking privately or publicly to #StopAsianHate, I want to say: Thank you. 2021-03-16 19:51:53 I’ve been thinking about how to accelerate how all of us build and deploy ML, and have some ideas I want to share. I hope you’ll join me on this interactive livestream next Wednesday to chat over some ideas! https://t.co/h8KHxoPOD9 2021-03-01 23:14:06 RT @Berci: 1/3 Check out this simple visual on the deployment of A.I. in healthcare: This is exactly why I’m subscribed to ‘The Batch’, th… 2021-02-24 04:03:18 @insanedreamer @erikbryn @ESYudkowsky @chrmanning @FutureJurvetson @tegmark If GPT-3 reads The Matrix script and writes a sequel, I hope it names it properly. The sequel to The Matrix should be called The Tensor. 2021-02-18 22:27:16 Seeing these exuberant, cheering faces is a great reminder that Perseverance's technology success is also a human success. Way to go NASA! https://t.co/2SGdWQ2keB 2021-02-18 21:30:58 126 million miles away, Perseverance decelerated from 12,000 miles/hour to 0 miles/hour to land safely. Great job @NASA team! 2021-02-16 21:40:32 Bearing is using AI to streamline maritime shipping operations. The shipping industry is a good example of a large, older industry, where AI is well-suited to improve manual processes that have been around for decades. https://t.co/wjo37UbiJZ 2021-02-10 03:13:35 We just reached the milestone of 10.0% of the U.S. receiving at least one vaccine shot! We still have to stay vigilant, but here's to hoping for continued progress against Covid for all nations and to defeating the pandemic. https://t.co/dGxNDeMV7a 2021-01-27 18:00:40 In 2021, what do you think is the single most important problem that the AI community should be working on? 2021-01-25 21:19:22 I'm with @fchollet on this. There're some best-practices on creating and organizing data that experienced applied ML people use, but we still need to flesh out and widely disseminate these ideas. This will be key to getting more ML systems deployed. https://t.co/wJQEwNU6SX 2021-01-25 20:58:30 Covid's viral spread showed the speed and power of exponential growth. When vaccines get the local reproductive rate < 2021-01-20 22:01:46 I 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. 2021-01-20 17:21:01 Here's to wishing President @JoeBiden and VP @KamalaHarris the best! No matter where you're reading this, I hope their success will also be your success. 2021-01-19 18:14:18 RT @pranavrajpurkar: Does higher performance on ImageNet translate to higher performance on medical imaging tasks? Surprisingly, the answe… 2021-01-19 06:55:35 Today is Martin Luther King Jr. day. After the violence in the U.S. Capitol on Jan 6th, I am struck by how far MLK advanced civil rights through nonviolent activism. Let us build on his legacy and keep finding peaceful ways to advance civil rights. https://t.co/nnCgFRi5oF 2021-01-15 04:39:36 RT @realSharonZhou: Excited to share our #ICLR2021 paper w/ CS & Evaluating the Disentanglement of Deep Generative… 2021-01-14 00:57:40 Democracy has taken a lot of damage recently. Last Wednesday was a nadir for the U.S., and the path back will be long and hard. But I believe the country has reached a turning point. Here're my thoughts on the role AI can play to support democracy. https://t.co/rjaaetR5kW 2021-01-06 22:31:31 U.S. democracy is going through a dark day today with the Capitol building breached. But we will get through this, democracy will prevail, and we will learn from this and strengthen our nation against future assaults. 2021-01-05 20:38:51 Congrats @OpenAI on really cool image generation result from a text+image prompt! Here's my favorite set of generated examples: https://t.co/sGXFNOc93n 2021-01-04 18:53:47 @JCastroS @RyanCampagna84 @andresbarreto @antoniogm @rabois @skillshare @AI_Fund @QuinteroCalle @landingAI Thanks @JCastroS. Yes I'm really proud of our Colombia team, and am very glad we have an office there! 2021-01-01 20:06:43 Happy New Year, friends! 2020 was a tough year for many, so lets make sure to build, support each other, and lift everyone up in 2021. 2020-12-30 22:08:28 Today's The Batch includes pieces from AI leaders @robotsmarts, @drfeifei, Matthew Mattina, @harryshum, and @ilyasut on their hopes for AI in 2021. Take a look! https://t.co/3EqshlDHBl 2020-12-24 20:35:09 This week's The Batch gives an overview of some major AI themes and stories we saw in 2020. Check it out! https://t.co/8BwX2ArEPG 2020-12-24 05:13:32 @chrissyfarr That I'd look back a year later at every moment of this period with my daughter--including the sleepless parts, the messy and dirty parts, the frustrating parts, and the confusing parts--and feel incredibly grateful for this lovely experience. 2020-12-22 04:29:56 RT @svpino: Probably my favorite newsletter with exquisite content every week. From @DeepLearningAI_, featuring @AndrewYNg. "Essential ne… 2020-12-17 20:39:48 What rules regarding publishing papers would be fair, when it relates to work done by researchers working for companies? I ask this question in this week's The Batch, and would love to hear your thoughts. https://t.co/u97lUGjH6W https://t.co/yyhwzxoMag 2020-12-17 01:15:33 RT @gretel_ai: A point from @AndrewYNg that cannot be said enough. We are all in this together. That should be reflected in a set of clea… 2020-12-14 00:14:23 RT @DrBiden: Together, we will build a world where the accomplishments of our daughters will be celebrated, rather than diminished. 2020-12-13 22:51:42 Dismayed at @WSJopinion article's insulting, baseless and senseless challenge to Dr. Jill Biden's credentials. Dr. Biden earned her doctorate studying the important problem of student retention in community colleges. We need more scholars like her. https://t.co/HU4oNqTlXR 2020-12-12 00:08:12 I'm backstage, watching a livestream of my own talk right now. Even though many of us are working from home, it's nice for so many worldwide to be able to gather together to talk about AI! #NeurIPS2020 #ML4H https://t.co/sMX6zkMmpV 2020-12-11 20:34:06 Thanks also to collaborators Kemen Austin, @DJGagneDos, @jack_kelly, Ram Rajagopal, Rob Jackson, Zutao Yang, Ritesh Gautam, Mark Omara, @DescartesLabs, @KemenAustin, &amp 2020-12-11 20:32:29 Climate change remains one of humanity's biggest challenges, and AI can play a role! @jeremy_irvin16 @hao_ssr &amp https://t.co/ilJerZ39Xf https://t.co/1MPQv4oOye https://t.co/c84zWy2pLv 2020-12-11 20:29:39 Indeed! Thank you @mattlungrenMD for giving my 2 year old daughter (who does not actually read) a 1000+ page text with a nice note encouraging her to pursue radiology as a career. Totally appropriate gift for an illiterate toddler. https://t.co/NtImhDxerh 2020-12-02 21:53:15 If you're an aspiring AI entrepreneur, please let us know how we can help you in our short survey: https://t.co/EM1xC91mbI @DeepLearningAI_ @AI_Fund 2020-12-02 21:52:32 I talk about some factors that influence AI startup success in today’s The Batch: https://t.co/pMkXVdB8kB 2020-11-30 18:21:49 It's important for every government's civil service to understand AI. I'm encouraged by Canada's progress, and am grateful to the CSPS for having me! https://t.co/3un5KFAdFZ 2020-11-18 23:39:00 You can also find this week's and previous editions of The Batch here: https://t.co/wam0mQSd0X 2020-11-18 23:36:24 When HLP (human level performance) on an ML task is low, rather than just setting out to build a system to beat HLP, sometimes we should instead review of how the labels are defined, and this will lead to better performance. More details in today's The Batch letter. https://t.co/a6mowLX6Lx 2020-11-12 20:08:14 @lmoroney Congratulations--looks like you're off to a great start! 2020-11-12 17:51:42 @techreview @helengreiner @zhangf @jovialjoy Nice! I hope the next Andrew Ng will be a more advanced model. 2020-11-11 22:48:13 I talk about AI+Manufacturing in today's edition of The Batch, and why it is time to rethink how we use Human Level Performance as a metric that we try to beat. https://t.co/akWgIb9SDc 2020-11-11 22:08:25 @fho888 @landingAI Thank you as always @fho888 and Samsung for supporting us! 2020-11-08 02:31:26 Thank you @KamalaHarris for setting this wonderful example to my daughter Nova. As a father, I loved this thought. https://t.co/4iZ5jmo9Nq 2020-11-07 23:11:41 I'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 truth. And to each of you that voted or spoke up for participating in this wonderful democracy. 2020-11-05 05:47:48 @tfsbuck Thank you @tfsbuck! 2020-11-01 03:39:57 This seems appropriate to retweet for Halloween. https://t.co/qK2pVeyeqq 2020-10-21 21:04:54 I wrote about LandingLens and its unique features in The Batch. AI has the problem of needing customization, which is why we need verticalized platforms like LandingLens to empower manufacturing &amp 2020-10-21 18:13:35 I'm excited to announce @landingAI's LandingLens, a visual inspection platform to help manufacturers build and deploy visual inspection systems. We need to lower the bar to AI! https://t.co/cwVt1jRjU6 https://t.co/AajsXIEl6a 2020-10-14 20:23:50 Fun article about my amazing father, who has completed 146 online courses! (I also talk about this in today's edition of @DeepLearningAI_'s The Batch.) https://t.co/2UiMKIlKO2 2020-10-12 17:46:19 No 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. https://t.co/r3d6ye9e7V 2020-10-11 22:00:35 What are your favorite AI technology breakthroughs or demos from the past year? Would love to hear particularly if there's something you think not many others have heard of yet. 2020-09-30 22:32:58 The GANs Specialization by @DeepLearningAI_ just launched on @Coursera! You’ll master foundational GAN concepts, build your own GAN to transfer image styles, implement state-of-the-art StyleGAN techniques, and more. @realSharonZhou Check it out: https://t.co/9fARjTZk5A 2020-09-25 22:04:21 Come join @goodfellow_ian, @AnimaAnandkumar, Alexei Efros, @realSharonZhou and me at GANs for Good, an online panel, next Wednesday Sep 30th! This is to celebrate the launch of @DeepLearningAI_’s new GANs Specialization. You can sign up here: https://t.co/BxuwK4uPvR 2020-09-24 22:46:21 @goodfellow_ian, @AnimaAnandkumar, Alexei Efros, @realSharonZhou and I will be speaking at GANs for Good, an online panel, on September 30th. This is to celebrate the launch of @DeepLearningAI_’s new GANs Specialization. Come join us! https://t.co/BxuwK4uPvR https://t.co/IidxfmUc9n 2020-08-12 22:15:45 Thanks to everyone that replied to my question on what the AI community should work on. I think if we come together as a community we can make better progress. I wrote about this in The Batch today (reposted here). Would love to hear your thoughts! https://t.co/7wS6QQZscX 2020-08-04 19:42:21 More 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 you're a human being. 2020-08-02 20:58:09 What do you think is the single most important problem that the AI community should be working on? 2020-07-25 17:54:55 @realSharonZhou Sounds like a good application for the kernel method. 2020-07-21 18:53:04 Ken Church, Marti Hearst, @lukaszkaiser, @YMourri &amp 2020-07-16 18:52:53 RT @coursera: Coursera’s #GlobalSkillsIndex 2020 is here! See how your country and industry rank in essential skills across business, techn… 2020-07-14 19:22:35 Wonderful! Kudos to Harvard and MIT for fighting this in court, as well as to everyone that spoke up against the new ICE rules. https://t.co/KLlv4p2s0s 2020-07-13 17:10:20 I'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 we defend not just the scientist, but also the scientific process. #IStandWithFauci 2020-07-08 20:35:51 I wrote in today's edition of The Batch about the new F-1 visa policy, and want to share that message here as well. #StudentBan https://t.co/JPdYvm766u 2020-07-06 22:09:29 Here's the text of the policy. This puts the US, students and universities in a lose-lose-lose situation. https://t.co/3JU31J2hIK https://t.co/IASP8UwTbe 2020-07-06 22:08:09 New @ICEgov policy regarding F-1 visa international students is horrible &amp 2020-07-02 17:45:10 @HelixNg_ I would like to up-volt this message. 2020-06-25 19:04:02 RT @msarmi9: ⁦@AndrewYNg⁩’s the batch is consistently my favourite weekly newsletter and one I always can’t wait to get my hands on. It’s… 2020-06-23 02:11:16 The 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 families affected. 2020-06-22 22:06:42 RT @pranavrajpurkar: New publication! We apply machine learning to predict response to antidepressant treatments in patients with major de… 2020-06-19 18:02:13 Happy Juneteenth! Raising awareness this past month on Black lives matter was important. But what’s next is even more important: that we keep supporting it even years from now when it’s not a trending twitter topic. Racial justice will take years 2020-06-19 01:32:48 Congrats @karpathy for being named a TR35 recipient! https://t.co/qCl1QJJ9By You can also listen to his interview with @deeplearningai_ here: https://t.co/brX4h7F9ph 2020-06-17 15:27:05 Our new Natural Language Processing Specialization’s first two courses are now on @Coursera! You’ll build your technical foundations and work on projects ranging from sentiment analysis to language modeling to autocomplete. Check it out: https://t.co/RCcYfmRBsM https://t.co/rWf5nusLhp 2020-06-14 21:02:14 Congratulations the #Stanford2020 class that just graduated today! An online commencement wasn't what anyone had envisioned, but I am excited to see what you will accomplish and the contributions you'll make to this chaotic world. Proud of all of you! https://t.co/7Y55AUnmwA 2020-06-02 01:13:21 Justice is indivisible. Injustice anywhere is a threat to justice everywhere. -MLK 2020-06-01 18:39:43 RT @coursera: University &amp 2020-04-27 15:54:07 Getting to widespread AI adoption outside tech companies means solving new challenges. For example, we still need to get better at bridging Proof of Concept (PoC) and production. Here are my thoughts: @FortuneMagazine https://t.co/iqjieIMTZX 2020-04-27 01:21:35 I'm really enjoying the new #ICLR2020 website, and am having fun browsing the workshop &amp 2020-04-24 19:32:33 My grandparents had many stories of helping neighbors during World War II, a defining time for them. When some day we are telling our own grandchildren about World Pandemic I, I hope all of us will have stories of our actions during this time that we can be proud of. 2020-04-23 22:42:12 I've listened to several of Shakira's songs over the years. So I was excited to see she just finished a UPenn course on @coursera! https://t.co/2xFvjspZ4y 2020-04-16 19:50:35 Social distancing is needed to keep us safe. So @LandingAI created this AI tool to help our customers in essential industries maintain #SocialDistancing in the workplace. We hope many people can benefit from these ideas. https://t.co/RukER1pNRw https://t.co/34hBqT8Eak 2020-04-15 16:34:18 One of the fastest-growing AI applications is medicine. I'm excited to announce Courses 1&amp 2020-04-08 23:14:58 Many people are going through a hard time--anxious about the situation, financial worries, loneliness--because of Covid-19 and social distancing. I’m really glad that the @HiWoebot team has been working to help. https://t.co/XtX6YQ9SXv 2020-04-08 17:03:18 Kudos to @jack for his $1B donation for Covid-19 efforts. He's one of the people I really admire--in addition to being a skilled executive, he's also a decent human being that cares about others. Today's world needs more leaders like Jack, and I'm glad he's leading Twitter. 2020-04-06 20:18:59 In anticipation of @deeplearningai_‘s new AI For Medicine Specialization, I’ll be speaking at our online event with @EricTopol, @lhpeng, and @pranavrajpurkar about this fast-growing application area. You can register here: https://t.co/HNYiUmtvvK https://t.co/AYyf19q0cx 2020-04-03 19:29:22 RT @grepmeded: Great article. We need to raise our standards and learn from countries more successful at controlling this virus. https://t.… 2020-04-02 21:55:17 @paulg Yes you're right! Have been thinking along similar lines, and our team @EricTopol @ronlivs @RoseLikeTheFlwr @realSharonZhou et al just put this together: https://t.co/nFnlaXKBSr 2020-04-02 20:18:38 With Ken Jung, @ronlivs, @RoseLikeTheFlwr, @EricTopol, Kelly Zhang, Ming Zhou, @realSharonZhou 2020-04-02 20:16:56 Fighting COVID-19 requires protecting healthcare workers. The mask shortage is widely reported, but that’s not the full story--other practices are needed. We synthesized lessons from various countries that are useful for the US: https://t.co/nFnlaXKBSr 2020-03-18 19:24:10 Congratulations to my colleague Pat Hanrahan and to Ed Catmull on winning the Turing Award for work in Computer Graphics, the effects of which we now enjoy in many movies. Fun fact: ~12 years ago my students were also getting advice from Pat's group on GPGPU for DL! 2020-03-15 17:55:46 What tips do you have for remote work? Tech has adopted remote ahead of most others. Lets do our part to help others implement remote where possible, to speed up #socialdistancing. Please reply and share your ideas for #remotework. #COVID19 2020-03-14 19:09:48 With COVID-19, I hope everyone will continue to organize meetings but online, and keep sharing knowledge. Lets support each other through this! 2020-03-14 19:09:35 Happy Pi Day! We announced the Pie &amp 2020-03-13 01:59:18 RT @coursera: We’re committed to helping educators minimize disruption during the COVID-19 outbreak. Starting today, with the support of ou… 2020-03-12 18:04:09 2/2 If you want to take the cert but don’t know TF yet, @deeplearningai_ @coursera’s TensorFlow in Practice specialization is the best way to prepare for the exam: https://t.co/ErkUbTgAx5 2020-03-12 18:03:49 1/2 Google just announced their new TensorFlow Developer Certificate, which is a great way to showcase your TF skills. Check it out: https://t.co/XkgKtmHpAF 2020-03-12 01:12:17 A huge thank you to everyone in healthcare---doctors, nurses, hospital staff, epidemiologists, scientists, and others---working to fight the Covid-19 pandemic and protect all of us. 2020-03-09 18:08:55 Our latest on video pre-training for CT diagnosis: CT scans give 3D volumetric outputs &amp 2020-02-21 19:02:04 Chatting with @lexfridman about ML, rise of MOOCs, what’s hard in learning AI, ... was the most fun interview I’ve done recently. (Thanks Lex for such a great conversation!) You can watch it here: https://t.co/5vividg724 2020-02-12 22:31:52 Consumer internet companies with 1B+ users have popularized Big Data. But industries like manufacturing, agriculture &amp 2020-02-02 18:31:08 Happy multi-cultural palindrome day! Works whether your preferred date format is MM/DD/YYYY or DD/MM/YYYY or YYYY/MM/DD. 2020-01-31 20:35:51 Great chatting with @lexfridman. We talked about everything from the early mistakes I made building MOOCs to the challenges of deploying AI systems. Stay tuned for the podcast episode! https://t.co/Sy7E4R9bdt 2020-01-28 01:32:59 Great having @EricTopol visit just now. His book Deep Medicine gives a compelling vision for AI in healthcare. We had fun chatting about ML applied to everything from EKG to X-rays to EHR, and how exciting it is to see widespread progress on many fronts! https://t.co/hwtfIv07zM 2020-01-24 21:52:12 RIP Professor Clayton Christensen. The world has lost a brilliant mind and a wonderful person, whose teachings on the Innovator's Dilemma have influenced countless people, and are as relevant as ever for navigating AI's disruptive impact. We will miss you. 2020-01-09 19:58:34 RT @RisingSayak: The latest @deeplearningai_ newsletter is just amazing. The part that I liked the most is the #ImageNet dataset is being m… 2020-01-08 23:07:18 Many aspiring AI engineers ask me how to take the next step and join an AI team. This report from @Workera_, a @deeplearningai_ affiliate, walks you through how AI teams work and which skills you need for different AI career tracks. Download it here: https://t.co/ZTfx3zWxfZ 2020-01-01 22:33:06 In The Batch's new year edition, @ylecun @katecrawford @kaifulee @animaanandkumar @etzioni @chelseabfinn @RichardSocher @dawnsongtweets, Dave Patterson &amp 2020-01-01 08:23:45 Happy New Decade! In the last decade AI went from niche to mainstream. I wonder what our community will accomplish this decade? 

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