Andrew Ng

Profil AI Expert

Nationality: 
American
AI Speciality: 
AI Stochastic
Neural Network
Sentiment Analysis
Deep Learning
Machine Learning
AI Business
Current occupation: 
Professor, Standford Researcher Entreprenor
AI Commitment Rate(%): 
48.65'%'
Twitter: 
https://twitter.com/AndrewYNg
TwitterID: 
@AndrewYNg
Tweet Visibility Status: 
Public

Description: 
Andrew Y. Ng is an American computer scientist. He is an Associate Professor in the Department of Computer Science at Stanford University. His work mainly concerns machine learning and robotics. In 2012 he founded Coursera with Daphne Koller and later he formed deeplearning ai. He is the most renowned AI trainer on the internet and has been able to get AI adopted by many digital giants.

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Les derniers messages de l'Expert:

Tweet list: 

2025-01-09 17:20:09 Using 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 some best practices for prototyping simple web apps. This post will focus on one idea: being… https://t.co/1SnV8dCXg5

2025-01-08 19:30:33 New short course: Build Long-Context AI Apps with Jamba. Learn about state space models (SSMs), which have emerged as an alternative to transformers! Specifically, Jamba is a hybrid transformer-Mamba architecture that combines strengths of the transformer with ideas from SSMs.… https://t.co/xkBJ1zj5tf https://t.co/JqtPVsxane

2025-01-07 18:45:56 Where is AI going? Six leaders share their hopes for AI in the coming year, in The Batch: - Hanno Basse: Generative AI for Artists - David Ding: Generated Video With Music, Sound Effects, and Dialogue - Joseph Gonzalez: General Intelligence - Albert Gu: More Learning, Less Data -… https://t.co/q5518Sarkl

2025-01-06 22:55:23 Hanging out ⁦⁦with @astroteller⁩ at Google X reminiscing about the early days of Google Brain! https://t.co/2j2QWnHiTz

2025-01-02 21:00:56 @nickclegg Thank you for your work championing open source to policymakers @nickclegg -- this has made a real difference!

2025-01-02 20:56:28 Despite 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 field, and 2025 will be a great year for building! One aspect of AI that I’m particularly excited… https://t.co/aY7fyQkFDJ

2025-01-01 16:39:10 Happy sum(i**3 for i in range(10)) !

2024-12-31 20:29:09 As we wrap up 2024, this year's final edition of The Batch summarizes some of the top stories of the year: - Agents ascendant: The growth of agentic workflows - Prices tumble: Rapidly falling LLM token prices - Generative video takes off - Smaller is beautiful: Small language… https://t.co/BgybvZ5z7n

2024-12-26 00:37:46 @levie Link to the study I refer to: https://t.co/xgct2iVwEo

2024-12-26 00:36:52 One 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 waiting years someone can still be forced to leave simply because they lost a job. Fixing this is… https://t.co/QiAdk5N3NQ https://t.co/jYFvSf1cwr

2024-12-22 22:50:02 Sriram has been consistently thoughtful about AI policy, including specifically the importance of promoting open source. His working with @DavidSacks on AI will be good for innovation and good for the U.S. Thank you @sriramk for your service! https://t.co/TmHYvNzl6h

2024-12-19 20:29:11 RT @mstockton: Just went through this course. It's probably the best hour I've spent learning in the last several months. Incredible exampl…

2024-12-19 20:28:15 RT @Aurimas_Gr: If you haven’t yet, be sure to try out python library by @AndrewYNg . It’s pretty simple but powerful. If you are…

2024-12-19 16:35:57 I’m thrilled that former students and postdocs of mine won both of this year’s NeurIPS Test of Time Paper Awards. This award recognizes papers published 10 years ago that have significantly shaped the research field. The recipients included Ian Goodfellow (who, as an… https://t.co/uBQQInpIMx https://t.co/0GmSv4E7WD

2024-12-18 16:37:06 OpenAI just announced API access to o1 (advanced reasoning model) yesterday. I'm delighted to announce today a new short course, Reasoning with o1, built with @OpenAI, and taught by @colintjarvis, Head of AI Solutions at OpenAI, to show you how to use this effectively! Unlike… https://t.co/pF0OK0ztb7 https://t.co/zkFJOp33jJ

2024-12-12 18:06:59 AI Product Management AI Product Management is evolving rapidly. The growth of generative AI and AI-based developer tools has created numerous opportunities to build AI applications. This is making it possible to build new kinds of things, which in turn is driving shifts in best… https://t.co/NOTp5rrgeH

2024-12-11 16:20:16 New short course: Collaborative Writing and Coding with OpenAI Canvas! Explore new ways to write and code with OpenAI Canvas, a user-friendly interface that allows you to brainstorm, draft, and refine text and code in collaboration with ChatGPT. In the short course, created… https://t.co/0Ke1FC3AJH https://t.co/nCv0MdBWCM

2024-11-27 17:51:11 @weimenglee @AIAdvances Thanks for writing up this aisuite guide!

2024-11-25 16:32:10 Announcing 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 hassle to integrate with multiple providers. Aisuite lets you pick a "provider:model" just by… https://t.co/kvbzSzE4G5 https://t.co/XPQ6aclacn

2024-11-23 23:40:01 @joaomdmoura Congratulations!!!

2024-11-21 15:50:09 A small number of people are posting text online that’s intended for direct consumption not by humans, but by LLMs (large language models). I find this a fascinating trend, particularly when writers are incentivized to help LLM providers better serve their users! People who post… https://t.co/K5HIS7A4fV

2024-11-20 15:30:45 Time to play! Build an interactive game from scratch with LLMs in this new short course: Building an AI-Powered Game. Created with @togethercompute and @aidungeon @LatitudeGamesAI, taught by @niki_birkner, Senior Product Manager at Together AI, and @nickwalton00, CEO and… https://t.co/GJkmlQk7cE https://t.co/xhMjGt4flC

2024-11-14 17:44:22 Large language models (LLMs) are typically optimized to answer peoples’ questions. But there is a trend toward models also being optimized to fit into agentic workflows. This will give a huge boost to agentic performance! Following ChatGPT’s breakaway success at answering… https://t.co/hPiafI5D8A

2024-11-13 20:09:01 @SnowflakeDB @LandingAI Thanks you for having me! It's a pleasure as always to speak at BUILD.

2024-11-13 19:23:23 New short course: Safe and Reliable AI via Guardrails! Learn to create production-ready, reliable LLM applications with guardrails in this new course, built in collaboration with @guardrails_ai and taught by its CEO and co-founder, @ShreyaR. I see many companies worry about the… https://t.co/Sgc9GRtFls https://t.co/l8bsUw2Kyu

2024-11-12 18:24:43 Chatting with OpenAI’s @karinanguyen_ who joined OpenAI earlier this year and within 6 months co-created and shipped Canvas. I really respect teams that can move fast. That OpenAI, even as a large-ish company, can ship at this pace is fantastic! https://t.co/xuxH1hZZiV

2024-11-07 18:11:07 New short course: LLMs as Operating Systems: Agent Memory, created with @Letta_AI, and taught by its founders @charlespacker and @sarahwooders. An LLM's input context window has limited space. Using a longer input context also costs more and results in slower processing. So,… https://t.co/nN0mnSTXF8 https://t.co/Akw6uPPIbq

2024-11-05 04:21:28 Source: https://t.co/juDEKqJEBc

2024-11-05 04:21:06 It finally happened -- thanks to people learning to write AI code, Python is now the top programming language on GitHub! If you want to learn Python, check out https://t.co/R0m408f8CA's free course AI Python for Beginners. https://t.co/QJYw0uvyj3

2024-10-31 21:57:16 Happy Halloween! On this spooky day, The Batch continues its annual tradition of exploring fears related to AI. This special edition has 5 articles: * AI Burns All the Energy * Innovation Dies * No Work for Coders * Benchmarks Are Meaningless * Synthetic Data Distorts… https://t.co/x96UyWzFP7

2024-10-28 14:47:05 Startups live or die by their ability to execute at speed. For large companies, too, the speed with which an innovation team is able to iterate has a huge impact on its odds of success. Generative AI makes it possible to quickly prototype AI capabilities. AI capabilities that… https://t.co/lLw6ZMS9gp https://t.co/OBBKGgkCul

2024-10-26 20:58:52 Congrats @andrewdfeldman and @CerebrasSystems for a huge leap forward and setting a new speed record for serving Llama 3.1-70B. 2100 tokens/sec is blazingly fast for a 70B model. This is great for agentic AI! https://t.co/LmIAXKQb3W

2024-10-26 18:41:24 @vishalmisra Cool visualization!

2024-10-23 15:34:21 New short course: Practical Multi AI Agents and Advanced Use Cases with crewAI. Learn to build and deploy advanced agent-based systems in real applications in this course, created with @crewAIInc and taught by its founder, @joaomdmoura! (Disclosure: I've made a small seed… https://t.co/oec45u3wqj https://t.co/ZgZXxSaVta

2024-10-17 18:15:52 @DiggerofAI Yup. Reducing shipping emissions reduced pollution, but also reduced sunlight reflection and thus accelerating warming. With SAI, we would spray aerosols high up in the stratosphere, where it'll last longer. This gets us more cooling and less pollution than shipping emissions.

2024-10-17 16:31:13 It’s high time to take geoengineering more seriously as a potential tool to mitigate climate change. 2023 was the hottest year on record, and 2024 is likely to top that. In the United States, Hurricane Helene caused over 200 deaths, and Hurricane Milton's death toll is at least… https://t.co/q4xuW3Xp7x https://t.co/ipQTpCxeL3

2024-10-16 17:46:01 New short course: Serverless Agentic Workflows with Amazon Bedrock. Learn to build and deploy serverless agents in this course created with @awscloud and taught by @mikegchambers, a Senior Developer Advocate at AWS specializing in GenAI. (Disclosure: I serve on Amazon's board.)… https://t.co/0Pgxk4Is62 https://t.co/bNOYEwSv3w

2024-10-09 19:06:28 "Introducing Multimodal Llama 3.2": As promised two weeks ago, here's the short course on Meta's latest open model! This short course is created with @Meta and taught by @asangani7, Director of AI Partner Engineering at Meta. Meta’s Llama family of models is leading the way in… https://t.co/ROt4zydPw8 https://t.co/ieuJvRjtkT

2024-10-09 12:44:33 Amazing -- even more Nobel Prizes to AI people! Congrats to Google's @demishassabis &

2024-10-08 21:24:43 Lisa Su's leadership of AMD has been phenomenal. 10 years ago, AMD was in dire straits, was losing money and faced intense competition from Intel (CPUs) and NVIDIA (GPUs). She turned the company around, introduced Ryzen and Epyc processors, introduced the Zen architecture,… https://t.co/apBNxveIcQ https://t.co/DKUfVDMK6m

2024-10-08 17:53:58 I 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. Congrats @geoffreyhinton!

2024-10-03 21:24:02 How AI will change Coding &

2024-10-02 15:11:39 Tokenization -- turning text into a sequence of integers -- is a key part of generative AI, and most API providers charge per million tokens. How does tokenization work? Learn the details of tokenization and RAG optimization in Retrieval Optimization: From Tokenization to Vector… https://t.co/iWirxDcmUO https://t.co/AsOI8UrXkn

2024-10-01 18:09:10 AI needs UI, and OpenAI's impressive new voice APIs open up a lot of possibilities. Congrats @OpenAI team -- we'll soon be seeing a whole new generation of speech applications!

2024-09-30 16:18:23 AI policy should be based in science, not science fiction! With SB-1047 defeated, @dawnsongtweets gives a sound plan for taking a scientific approach to study actual risks and mitigating harms. A couple of key ideas: * Lets empower researchers to study AI risks, focusing on… https://t.co/XYiLXxzf3H https://t.co/tMfwWkg3sy

2024-09-30 00:22:38 @ClementDelangue @GavinNewsom Thank you @ClementDelangue for unfailingly advocating for open-source, and speaking out against bad laws like SB-1047. Hugging Face has been a wonderful force bringing openness to AI!

2024-09-29 23:12:13 @bindureddy Thank you @bindureddy for fighting for open-source and against SB-1047. I appreciate especially your pushing back against AGI hype -- which leads to science fiction based fears and bad laws like SB-1047!

2024-09-29 22:54:54 @drfeifei @StanfordHAI @CAgovernor @GavinNewsom Thank you @drfeifei for your speaking out against SB-1047, and also for working toward a more rational approach to AI policy that protects research and innovation. It has been fantastic seeing you step into the fray and so effectively influence things for the better!

2024-09-29 22:52:12 @psychosort @GavinNewsom Thank you @psychosort for your many thoughtful writings on SB-1047, and also your hard work debunking bad arguments -- I've really appreciated your cutting through the noise to the heart of why SB-1047 was a bad idea!

2024-09-29 21:21:04 @martin_casado @GavinNewsom Huge shoutout to you @martin_casado for the tremendous work you've done to push back on SB-1047 and other anti-open-source regulation. Thank you!

2024-09-29 21:03:08 Thank you Governor @GavinNewsom for vetoing SB-1047 -- your pro-innovation leadership is much appreciated! And to the many people who've been pushing back on SB-1047, a huge thank you as well. Congratulations to all -- we won! Looking ahead, lets keep on protecting AI… https://t.co/zILlqshTlp

2024-09-29 17:14:16 Good summary of the case for vetoing SB-1047 by @psychosort https://t.co/MLixiA4sRG

2024-09-27 19:12:01 @asangani7 Thank you for having me at Meta Connect @asangani7! I love what you and the @AIatMeta team are doing and am very grateful for all the open models y'all are releasing. What a wonderful gift to the world!

2024-09-27 00:12:24 RT @peteskomoroch: The chilling effect of SB-1047 on Silicon Valley is real and is already happening. This bill does nothing to increase sa…

2024-09-25 18:57:47 The Llama 3.2 open multimodal model just dropped! https://t.co/R0m408f8CA has been working with Meta on a short course on how to use it. Please sign up for "Introducing Llama 3.2", taught by Meta's @asangani7, which will launch Oct 9! https://t.co/CC2uLNQ20W

2024-09-18 15:52:37 We just launched a major new Data Engineering Professional Certificate on Coursera! Data underlies all modern AI systems, and engineers who know how to build systems to store and serve it are in high demand. If you're interested in learning this skill, please check out this… https://t.co/lsECoG9QIR https://t.co/3EMTpZNOqo

2024-09-14 18:50:56 Last weekend, my two kids colluded in a hilariously bad attempt to mislead me to look in the wrong place during a game of hide-and-seek. I was reminded that most capabilities — in humans or in AI — develop slowly. Some people fear that AI someday will learn to deceive humans… https://t.co/iHEmLo9fOF https://t.co/171pM7NIWa

2024-09-12 16:30:58 New short course Multimodal RAG: Chat with Videos, developed with @intel and taught by @vasudev_lal! In this course, you’ll work with LLaVA (Large Language and Vision Assistant), a Large Vision Language Model (LVLM) that can process both images and text. For example, given an… https://t.co/AhRZLU2YYe https://t.co/keujRAlcmD

2024-09-05 15:24:39 Recently I visited South Korea, where I spoke at length about AI with President Yoon Suk Yeol. Based on what I saw there in government, business, and academia, the nation is well positioned to become a strong AI hub. When he asked me if I would advise South Korea as a member of… https://t.co/r20mEr4aDB https://t.co/tWBvPyDlkl

2024-09-04 14:59:54 We 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 code (a) Using AI-assistance, which is where the field is going, and (b) to take advantage of… https://t.co/c1nLKL8gQn

2024-08-29 18:04:51 There’s still time to stop California’s SB 1047 from becoming law. For @TIME, I wrote about why this bill would hinder developers and actually make AI less safe. We should be regulating harmful applications of AI, not general-purpose AI models. https://t.co/dco1e65u9H

2024-08-29 16:13:06 After 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 million tokens at its initial release in March 2023. This price reduction over 17 months corresponds to… https://t.co/igG8dAvVBX

2024-08-28 17:18:10 Explore state-of-the-art multimodal prompting in our new short course Large Multimodal Model Prompting with Gemini, taught by Erwin Huizenga in collaboration with @googlecloud. One interesting insight from this course: with multimodal models, prompt structure matters… https://t.co/pISrE3tnC8 https://t.co/KHvuZh1qgL

2024-08-23 18:16:17 I am thrilled to announce that Dan Maloney is becoming the Chief Executive Officer (CEO) of LandingAI, and I will step into the company’s Executive Chairman role, where I will continue to focus on Visual AI deep tech with our team, including agentic vision. Since Dan joined two… https://t.co/FCJfNp6Ovs

2024-08-22 14:59:41 I’m encouraged at the progress of the U.S. government at moving to stem harmful AI applications. Two examples are the new Federal Trade Commission (FTC) ban on fake product reviews and the DEFIANCE Act, which imposes punishments for creating and disseminating non-consensual… https://t.co/f4kYeegjKQ

2024-08-21 14:59:53 Build and customize complex AI applications with a flexible framework in this new short course, Building AI Applications with Haystack. Created in collaboration with @deepset_ai, and taught by @tuanacelik, who is the developer relations lead for Haystack at deepset. Generative… https://t.co/f8yXvreAzu https://t.co/wqeTGILOx7

2024-08-19 16:57:44 Thank you @RepZoeLofgren for speaking out against the anti-open source, anti-innovation bill SB-1047. She is the ranking member of the House Science, Space and Technology Committee. Her staff concludes: "the problematic core concerns remain: there is little evidentiary basis… https://t.co/c4WLBe00m5

2024-08-15 15:29:14 When entrepreneurs build a startup, it is often their speed and momentum that gives them a shot at competing with the tech behemoths. This is true of countries as well. I was recently in Thailand, where I was delighted to see tremendous momentum building in AI (and sip the best… https://t.co/AH3cYbyO2a

2024-08-14 16:31:08 Learn a development pattern to systematically improve the accuracy and reliability of LLM applications in our new short course, Improving Accuracy of LLM Applications, built in partnership with @LaminiAI and @Meta, and taught by Lamini’s CEO @realSharonZhou, and Meta’s Senior… https://t.co/ZxlaE2am0n https://t.co/b3YogwxPle

2024-08-13 18:42:27 It is very rare for the U.S. Federal government to chime in on state-level legislation. I'm glad that Congressman @RoKhanna is speaking out about why California's proposed SB 1047 is a bad idea. He writes that he is "concerned that the bill as currently written would be… https://t.co/ALL1dMMAFn

2024-08-13 15:57:08 I’m speaking on a panel this Thursday (3pm PT) about Stratospheric Aerosol Injection (SAI). SAI is a potential approach to reducing global warming, and AI climate modeling has an important role to play in understanding its impact. I look forward to discussing the atmospheric… https://t.co/6xKS0KcEr5 https://t.co/KnoaUtCMcf

2024-08-09 16:41:57 There is an chorus of voices across academia, business and even government concerned about California's proposed anti-open source, anti-innovation bill SB 1047. @martin_casado has a nice thread summarizing some of these. Thank you @russellwald, @vishalmisra, Ion Stoica, many… https://t.co/L0i8v6vuqB https://t.co/Rbve536tal

2024-08-07 15:28:53 I'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 courses free for a limited time. Generative AI is transforming coding. This course teaches coding in a way… https://t.co/dfKYVKCxKi https://t.co/RNJUm2axzB

2024-08-06 16:42:38 I wrote last week about why working on a concrete startup or project idea — meaning a specific product envisioned in enough detail that we can build it for a specific target user — lets you go faster. In this letter, I’d like to share some best practices for identifying promising… https://t.co/9kSZMl4pdd

2024-07-31 15:12:43 Learn how embedding models are built, trained, and used in semantic search systems in this new short course, Embedding Models: From Architecture to Implementation, created with @vectara and taught by @ofermend. Many LLM apps use a single embedding model for both questions and… https://t.co/peQgaKUJqS https://t.co/LjiVgPECqE

2024-07-30 16:20:46 AI’s usefulness in a wide variety of applications creates many opportunities for entrepreneurship. Here, I’d like to share what might be a counter-intuitive best practice that I’ve learned from leading AI Fund, a venture studio that has built dozens of startups with extraordinary… https://t.co/wY7ZfdosKM https://t.co/5fDXzppxoL

2024-07-26 21:14:15 RT @garrytan: "This is one of those moments where such laws, not just in California but around the world, could have a huge impact on wheth…

2024-07-24 18:00:12 Learn to train an LLM with distributed data while ensuring privacy using federated learning in a new two-part short course, Intro to Federated Learning and Federated Fine-tuning of LLMs with Private Data, created with @flwrlabs and taught by @daniel_janes and @niclane7.… https://t.co/bJkGHuqbZ1 https://t.co/K3eJY33lye

2024-07-23 16:52:56 Thank you Meta and the Llama team for your huge contributions to open-source! Llama 3.1 with increased context length and improved capabilities is a wonderful gift to everyone. I hope foolish regulations don't like California's proposed SB1047 don't stop such innovations.

2024-07-17 15:08:16 New short course on Pretraining LLMs! Developed with @UpstageAI and taught by their CEO @hunkims and CSO @echojuliett. While prompting or fine-tuning existing models works well for many general language tasks, pretraining is valuable for specialized domains or languages with… https://t.co/1VlzvcAVHT https://t.co/388WZkjEwm

2024-07-13 16:23:52 RT @ylecun: Excellent argument by @AndrewYNg against the ignominious California regulation SB1047, which would essentially kill open source…

2024-07-11 15:40:53 I continue to be alarmed at the progress of proposed California regulation SB 1047 and the attack it represents on open source and more broadly on AI innovation. As I wrote previously, this proposed law makes a fundamental mistake of regulating AI technology instead of AI… https://t.co/Tj9FZFhKP4

2024-07-10 15:50:01 Learn to optimize RAG for cost and performance in our new short course, Prompt Compression and Query Optimization, created with @MongoDB and taught by @richmondalake. This course teaches you to combine traditional database capabilities with vector search using MongoDB for RAG.… https://t.co/znfEv5d49I https://t.co/jHOXsEbG66

2024-07-08 15:42:31 As we reach the milestone of the 256th issue of The Batch, I’m reflecting on how AI has changed over the years and how society continues to change with it. As AI becomes more widely available, it’s clear that many people — developers and non-developers — will benefit from… https://t.co/6NBxa0HVHZ

2024-07-06 18:38:25 Shoutout to the team that built https://t.co/z0no9modnp . Really neat site that benchmarks the speed of different LLM API providers to help developers pick which models to use. This nicely complements the LMSYS Chatbot Arena, Hugging Face open LLM leaderboards and Stanford's HELM… https://t.co/QTJ3bwi20L

2024-06-27 17:47:29 An often overlooked part of the AI supply chain is electricity to power our data centers. @TheAESCorp is the leading provider of renewable energy to data centers, and is a also global leader in building technology to efficiently scale renewal energy projects. At AI Fund, we're… https://t.co/Jzw0UL95AM https://t.co/t7r2tRlnrS

2024-06-26 16:54:27 As machine learning models grow in size, so too does their carbon footprint. As AI scales, it's important that we quantify and mitigate these emissions. In our new short course Carbon Aware Computing for GenAI Developers you'll learn from @googlecloud Developer Advocate Nikita… https://t.co/x4jZikTuUd https://t.co/iIHvnl7VzF

2024-06-20 17:03:02 On Father’s Day last weekend, I sat with my daughter to help her practice solving arithmetic problems. To give her practice problems, I used OpenDevin, an open-source agentic coding framework, to write a Python script that generated questions that she enjoyed answering at her own… https://t.co/hRvZ0eCNob https://t.co/DBIauwXCQv

2024-06-20 15:29:02 Function calling is a powerful way to extend the capabilities of LLMs and AI agents by letting them use external tools. Our new short course Function calling and Data Extraction with LLMs, created with @NexusflowX and taught by @JiantaoJ and @VenkatKSrini, demonstrates how to… https://t.co/OAWi1LnNrU https://t.co/VkXYqDPZcu

2024-06-13 16:46:57 One reason for machine learning’s success is that our field welcomes a wide range of work. I can’t think of even one example where someone developed what they called a machine learning algorithm and senior members of our community criticized it saying, “that’s not machine… https://t.co/RNRKovtpTy https://t.co/JvVgrjubsW

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/EmPh3F91BE… https://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 2021-08-27 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? 

Découvrez Les IA Experts

Nando de Freitas Researcher at Deepind
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