[20], His early work includes the Stanford Autonomous Helicopter project, which developed one of the most capable autonomous helicopters in the world. It offered a similar experience to MIT's Open Courseware except it aimed at providing a more "complete course" experience, equipped with lectures, course materials, problems and solutions, etc. Human-Centered Capitalism. In 2011, he led the development of Stanford University’s main MOOC (Massive Open Online Courses) platform, and also taught an online Machine Learning class that was offered to over 100,000 students, leading to the founding of Coursera. 2009. He has also been the editor for the Journal of Artificial Intelligence Research (JAIR), Associate Editor for the IEEE Robotics and Automation Society Conference Editorial Board (ICRA), and much more. Andrew Ng, a globally recognized leader in AI, is a General Partner at AI Fund and CEO of Landing AI. Andrew Yan-Tak Ng (Chinese: 吳恩達; born 1976) is a British-born American businessman, computer scientist, investor, and writer.He is focusing on machine learning and AI. Also a pioneer in online education, Ng co-founded Coursera and deeplearning.ai. [33], The seeds of Massive open online courses (MOOCs) go back a few years before the founding of Coursera in 2012. [5][2] He is one of the world's most famous and influential computer scientists being named one of Time magazine's 100 Most Influential People in 2012, and Fast Company's Most Creative People in 2014. [3] In March 2017, he announced his resignation from Baidu.[2][17]. Andrew Ng, Cinematographer: Lilies. [31], In October 2011, the "applied" version of the Stanford class (CS229a) was hosted on ml-class.org and launched, with over 100,000 students registered for its first edition. In his spare time, he is part of the ACM Practitioners Board, the ACM Professional Development Committee, and the ACM SIGGRAPH Strategy Group. [35][36], In 2019, Ng launched a new course "AI for Everyone." The Journal of Machine Learning Research, Volume 3, January 3, 2003, which is one of the two papers that independently discovered, Stanford Artificial Intelligence Lab (SAIL), Interview with Coursera Co-Founder Andrew Ng, TR35 (Technology Review, 35 innovators under 35), "If Andrew Ng could just get his robot to assemble an Ikea bookshelf, we'd all buy one", "Baidu's head of artificial intelligence is stepping down", "A.I. – Quora", "Baidu Hires Coursera Founder Andrew Ng to Start Massive Research Lab", "deeplearning.ai: Announcing new Deep Learning courses on Coursera", "Andrew Ng unveils the AI Fund, with $175 million to back new startups | VentureBeat", "One of the world's most famous computer scientists reveals his 'playbook' for bringing AI to every business", "From Self-Flying Helicopters to Classrooms of the Future", "Brainy Robots Start Stepping Into Daily Life", "How Many Computers to Identify a Cat? [9], He currently lives in Los Altos Hills, California. Learn Machine Learning Andrew Ng online with courses like Machine Learning and Deep Learning. Every day, Andrew Ng and thousands of other voices read, write, and share important stories on Medium. Ng tested some of the original designs with a local high school to figure the best practices for recording lessons. Between 1996 and 1998 he also conducted research on reinforcement learning, model selection, and feature selection at the AT&T Bell Labs. AI, Machine Learning, Deep learning, Online Education. [39][40], Through Landing AI, he also focuses on democratizing AI technology and lowering the barrier for entrance to businesses and developers. HINDI ikinaila ni Janno Gibbs na nagulat siya nang halos wala pang isang linggo nang ma-upload ang movie trailer ng PAKBOYS TAKUSA ay umabot na ito sa 20 million views sa iba't ibang social media platforms (Facebook, Instagram, YouTube), at marami na ang excited na mapanood ang pelikula. Andrew Ng's research is in machine learning and in statistical AI algorithms for data mining, pattern recognition, and control. His machine learning course CS229 at Stanford is one of the most popular courses offered on campus with over 1000 students enrolling some years. At the time it was a controversial and risky decision, but since then and following Ng's lead, GPUs have become a cornerstone in the field. A lot of people (myself included) are bummed that to complete Andrew Ng’s course, you must use Octave/Matlab. [18] Then Ng launched Landing AI, which provides AI-powered SaaS products and Transformation Program to empower enterprises into cutting-edge AI companies. I suppose you’re referring to his lectures from CS 229 when talking the YouTube lectures. [31][32] This has led to the modern MOOC movement. Thus, several kind Pythonistas out there have created “wrappers” of sorts around the course whereby, magically, you actually can complete the assignments using Python. A longtime advocate of accessible education, Dr. Ng is the Co-founder of Coursera, an online learning platform, and founder of deeplearning.ai, an AI education platform. Plus, some thoughts on the AI-powered world she will grow up in...", "Why Is Machine Learning (CS 229) The Most Popular Course At Stanford? Name: Andrew Ng. Andrew Ng Spreads the Gospel of AI With a New Online School. Dr. Ng is also an Adjunct Professor at Stanford University’s Computer Science Department.MODERATORJuan Miguel de Joya, UN ITU; ACM Practitioners BoardJuan Miguel de Joya is the in-house consultant for Artificial Intelligence and Emerging Technologies at the United Nations International Telecommunications Union. [19], Ng researches primarily in machine learning, deep learning, machine perception, computer vision, and natural language processing; and is one of the world's most famous and influential computer scientists. Join Facebook to connect with Andrew Ng and others you may know. Ng believes the potential benefits of AI outweigh the threats, which he believes are exaggerated. Andrew Ng on Building a Career in Machine Learning - YouTube I neither confirm nor deny this story. He is one of the most influential minds in Artificial Intelligence and Deep Learning. Course Description. In 2014, he married Carol E. Reiley and in February 2019 they had their first child, Nova. Course Information Time and Location Mon, Wed 10:00 AM – 11:20 AM on zoom. Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. [26][27] The project's technology is also currently used in the Android Operating System's speech recognition system. He is focusing on machine learning and AI. You can(should) do the assignments. One of the students (Frank Chen) claims another one (Jiquan Ngiam) frequently stranded him in the Stanford building and refused to give him a ride back to his dorm until very late at night, so that he no choice but to stick around and keep working. A fun music video remake for tv prod class (summer 2005). In 2012, along with Stanford computer scientist Daphne Koller he co-founded and was CEO of Coursera, a website that offers free online courses to everyone. – Quora", "Online learning took a tech turn in 2017 – Coursera's most popular courses", "Year in Review: 10 Most Popular Courses in 2017", "Announcing "AI for Everyone": a new course from deeplearning.ai", "Woebot – Your charming robot friend who is here for you, 24/7", "Home » drive.ai » the self-driving car is here", "Fortune's 40 under 40 – The hottest young stars in business", "AI Transformation Playbook How to lead your company into the AI era", "Is AI an existential threat to humanity? Kasi … Ng also got fired from his job, and Abram tells us he believes the guy's been punished enough. As of 2019, the two most popular courses on the platform were taught and designed by Ng: "Machine Learning" (#1) and "Neural Networks and Deep Learning" (#2). He soon afterwards launched Deeplearning.ai, an online series of deep learning courses. His parents are both immigrants from Hong Kong. In this course, you'll learn about some of the most widely used and successful machine learning techniques. Expert at Baidu, Andrew Ng, Resigns From Chinese Search Giant", "Andrew Ng — Stanford University | Coursera", "Shaping and policy search in Reinforcement Learning", "Inside The Mind That Built Google Brain: On Life, Creativity, And Failure", "Announcing Nova Ng, our first daughter. You'll have the opportunity to implement these algorithms yourself, and gain practice with them. Piazza is the forum for the class.. All official announcements and communication will happen over Piazza. Ng co-founded and led Google Brain and was a former VP & Chief Scientist at Baidu, building the company's Artificial Intelligence Group into several thousand people. Two themes emphasized in the founding of modern MOOCs were scale and availability. CS 229 is extremely math heavy. Ng tells the following story on the early days of Coursera: In 2011, I was working with four Stanford students. His thesis is titled "Shaping and policy search in reinforcement learning" and is well cited to this day. [25] Among its notable results was a neural network trained using deep learning algorithms on 16,000 CPU cores, which learned to recognize cats after watching only YouTube videos, and without ever having been told what a "cat" is. Join Facebook to connect with Andrew Ng'ang'a and others you may know. [1], In 1997, he earned his undergraduate degree with a triple major in computer science, statistics, and economics from Carnegie Mellon University in Pittsburgh, Pennsylvania. He will also take questions from aspiring engineers and business professionals who want to work on AI-powered products.SPEAKERAndrew Ng, General Partner, AI Fund; CEO, Landing AI; Adjunct Professor, Stanford UniversityDr. Title: Break Into AI: A Q\u0026A with Andrew Ng on Building a Career in Machine LearningSpeaker: Andrew NgDate: 12/4/2018AbstractAndrew Ng will share tips and tricks on how to break into AI. Fast Company's Most Creative People in Business, Andrew Yan-Tak Ng (Chinese: 吳恩達; born 1976) is a British-born American businessman, computer scientist, investor, and writer. [6], Ng is also the author or co-author of over 300 published papers in machine learning, robotics, and related fields. Join Andrew Yang's fight to put Humanity First. [37], Ng is the chair of the board for Woebot Labs, a psychological clinic that uses data science to provide cognitive behavioral therapy. Read writing from Andrew Ng on Medium. – Quora", "How will work and jobs change by 2035? Ng contributed one chapter to Architects of Intelligence: The Truth About AI from the People Building it (2018) by the American futurist Martin Ford. [12][13], In 2008 his group at Stanford was one of the first in the US to start advocating the use of GPUs in deep learning. His current interests include artificial intelligence, computer vision, mixed reality, computational physics, the web, and the human impact of computing in society at large. Growing up, he spent time in Hong Kong and Singapore and later graduated from Raffles Institution in Singapore in 1992. Prior to this role, he served as a contractor at Facebook/Oculus and Google, worked at Pixar Animation Studios and Walt Disney Animation Studios, and was an undergraduate researcher in graphics at the Visual Computing Lab at the University of California, Berkeley. 2008. – Quora", https://en.wikipedia.org/w/index.php?title=Andrew_Ng&oldid=993855035, Massachusetts Institute of Technology alumni, Stanford University Department of Computer Science faculty, Stanford University School of Engineering faculty, UC Berkeley College of Engineering alumni, Articles containing Chinese-language text, Articles containing traditional Chinese-language text, Articles with failed verification from May 2020, Wikipedia articles with WORLDCATID identifiers, Creative Commons Attribution-ShareAlike License, This page was last edited on 12 December 2020, at 21:12. Since 2018 he launched and currently heads AI Fund, initially a $175-million investment fund for backing artificial intelligence startups. [33], But we learned and learned and learned from the early prototypes, until in 2011 we managed to build something that really took off. He served as the Director of the Stanford Artificial Intelligence Lab (SAIL), where he taught students and undertook research related to data mining, big data, and machine learning. We we're pleasantly surprised sa dami ng views agad, sa bilis na nakuha ng views namin. [7], He has given invited talks at NASA, Google, Microsoft, Lockheed Martin, the Max Planck Society, Stanford, Princeton, UPenn, Cornell, MIT, UC Berkeley, and dozens of other universities. Description. [33], His work subsequently led to his founding of Coursera with Koller in 2012. [10][11] The MIT Tech Review named Ng and Reiley an "AI power couple. [29], In 2011, Stanford launched a total of three Massive open online courses (MOOCs) on machine learning (CS229a), databases, and AI, taught by Ng, Peter Norvig, Sebastian Thrun, and Jennifer Widom. The course on AI taught by Thrun led to the genesis of Udacity. [7][24], In 2011, Ng founded the Google Brain project at Google, which developed large-scale artificial neural networks using Google's distributed computer infrastructure. As a businessman and investor, Ng co-founded and led Google Brain and was a former Vice President and Chief Scientist at Baidu, building the company's Artificial Intelligence Group into a team of several thousand people. 2013. Contact and Communication Due to a large number of inquiries, we encourage you to read the logistic section below and the FAQ page for commonly asked questions first, before reaching out to the course staff. Machine Learning Andrew Ng courses from top universities and industry leaders. At MIT he built the first publicly available, automatically indexed web-search engine for research papers on the web (it was a precursor to CiteSeer/ResearchIndex, but specialized in machine learning). [34], Two other courses on databases (db-class.org) and AI (ai-class.org) were launched. Andrew Yan-Tak Ng (Chinese: 吳恩達; born 1976) is a Chinese English computer scientist and entrepreneur. [7], He has also written for HuffPost, Slate, Apple News, and Quora Sessions' Twitter. [2][failed verification] It took off with over 100,000 students registered for Ng's popular CS229A course. View the profiles of people named Andrew Ng'ang'a. [6], Ng was born in United Kingdom in 1976. Latent Dirichlet allocation. CNN 10, [7], In 1998 Ng earned his master's degree from the Massachusetts Institute of Technology in Cambridge, Massachusetts. [3], Ng is an adjunct professor at Stanford University (formerly associate professor and Director of its AI Lab). Born: 1976 in United Kingdom. 16,000", "Interview with Coursera Co-Founder Andrew Ng", "What are some good stories from the early days of Coursera? Fortune's 40 under 40, From 2011 to 2012, he worked at Google, where he founded and directed the Google Brain Deep Learning Project with Jeff Dean, Greg Corrado, and Rajat Monga. [51], American artificial intelligence researcher, David M. Blei, Andrew Y. Ng, Michael I. Jordan. Medicare for All. If you are new in ML then I think it will be much better to take the course through Coursera. Within Stanford, they include Daphne Koller with her "blended learning experiences" and co-designing a peer-grading system, John Mitchell (Courseware, a Learning Management System), Dan Boneh (using machine learning to sync videos, later teaching cryptography on Coursera), Bernd Girod (ClassX), and others. IJCAI Computers and Thought Award, Three past works were selected to or screened at La Biennale di Venezia, Festival de Cannes, and Sundance. [15] Today, several million people have enrolled in Coursera courses, making the site one of the leading MOOC's in the world. View Andrew Ng’s profile on LinkedIn, the world’s largest professional community. ", Ng is a professor at Stanford University Department of Computer Science and Department of Electrical Engineering. You’ll need a decent understanding of statistics and linear algebra to understand the course. Andrew Ng Naive Bayes Generative Learning Algorithms - YouTube He is also one of the founding team members for the Stanford WordNet project, which uses machine learning to expand the Princeton WordNet database created by Christiane Fellbaum. The ml-class and db-class ran on a platform developed by students, including Frank Chen, Jiquan Ngiam, Chuan-Yu Foo, and Yifan Mai. 2014. Outside of the US, he has lectured in Spain, Germany, Israel, China, Japan, Korea, and Canada. "Sobra. Andrew Ng. Conversational Computer - Baidu+"Little Fish" home assistant robot The course featured quizzes and graded programming assignments and became one of the first and most successful Massive open online courses (MOOCs) created by a Stanford professor. He has stated that he enjoyed Erik Brynjolfsson and Andrew McAfee's "The Second Machine Age" which discusses issues such as AI displacement of jobs. — Andrew Ng, Founder of deeplearning.ai and Coursera Deep Learning Specialization, Course 5 Andrew Ng is currently Director at JHL Biotech, Director at PhilRealty and Group Executive Treasury and Markets at DBS Group. [31] Coursera was the 6th online education website that Ng built and arguably the most successful to date. Director of the Stanford Artificial Intelligence Lab. He is interested in the analysis of such algorithms and the development of new learning methods for novel applications. [47], He also wrote a book "Machine Learning Yearning", a practical guide for those interested in machine learning, which he distributed for free. As the former Chief Scientist at Baidu and the founding lead of Google Brain, he led the AI transformation of two of the world’s leading technology companies. [2] As a businessman and investor, Ng co-founded and led Google Brain and was a former Vice President and Chief Scientist at Baidu, building the company's Artificial Intelligence Group into a team of several thousand people. Andrew Ng is known for his work on Lilies (2014), Girl in Tank (2012) and Inbetween Nights (2011). Andrew Ng is a Co-founder of Coursera, and a Computer Science faculty member at Stanford. About this course ----- Machine learning is the science of getting computers to act without being explicitly programmed. Ng was also inspired by lynda.com and the design of the forums of Stack Overflow. The rationale was that an efficient computation infrastructure could speed up statistical model training by orders of magnitude, ameliorating some of the scaling issues associated with big data. Directed by Peter Mancao Preventing "Overfitting" of Cross-Validation data, Andrew Y. Ng, in Proceedings of the Fourteenth International Conference on Machine Learning, 1997. 2013. Andrew Ng is Co-founder of Coursera, and an Adjunct Professor of Computer Science at Stanford University. [31], Key ideas drew from a variety of people. Andrew has 6 jobs listed on their profile. Computer-related contributions. [21][22] He also worked on the STAIR (STanford Artificial Intelligence Robot) project,[23] which resulted in ROS, a widely used open-source robotics software platform. Word spread through social media and popular press. [48] In December 2018, he wrote a sequel called "AI Transformation Playbook".[49]. Time 100 Most Influential People, Co-founded Coursera (an online education platform). See the complete profile on LinkedIn and discover Andrew’s connections and jobs at similar companies. [16] There he set up several research teams for things like facial recognition and Melody, an AI chatbot for healthcare (like Siri or Amazon's Alexa). Outside Stanford both Ng and Thrun credit Sal Khan of Khan Academy as a huge source of inspiration. Ng taught machine learning and Widom taught databases. ", "What does Andrew Ng think about Deep Learning? The Freedom Dividend, a universal basic income of $1000/mo. Deep Learning is a superpower.With it you can make a computer see, synthesize novel art, translate languages, render a medical diagnosis, or build pieces of a car that can drive itself.If that isn’t a superpower, I don’t know what is. He has founded Landing AI, which provides AI-powered SaaS products and Transformation Program to empower enterprises into cutting-edge AI companies. This is a non-technical course designed to help people understand AI's impact on society and its benefits and costs for companies, as well as how they can navigate through this technological revolution. Associate professor in the department of Computer Science at Stanford University. It provides a therapy chatbot to help treat depression, among other things. [4] He has successfully spearheaded many efforts to "democratize deep learning" teaching over 2.5 million students through his online courses. Helped develop ROS, a widely used open-source robotics software platform. Here is … [7][8], He started working as an Assistant Professor at Stanford University in 2002, and as an Associate Professor at 2009. The SEE videos were viewed by the millions and inspired Ng develop and iterate new versions of online tech. Ng taught one of these courses, "Machine Learning", which includes his video lectures, along with the student materials used in the Stanford CS229 class. [28], He together with David M. Blei and Michael I. Jordan, coauthored the influential paper that introduced Latent Dirichlet allocation. [ ps , pdf ] An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering , Michael Kearns, Yishay Mansour and Andrew Y. Ng, in Proceedings of the Thirteenth Annual Conference on Uncertainty in Artificial Intelligence, 1997. MIT Technology Review TR35, [38], He is also a member of the board of directors for drive.ai, which uses AI for self-driving cars. In 2014, he joined Baidu as Chief Scientist, and carried out research related to big data and A.I. He will discuss some of the most valuable skills for today's machine learning engineers, how to gain the experience to successfully switch careers, and how to build a habit of lifelong learning. We were under tremendous pressure to build new features for the 100,000+ students that were already signed up. [14] Since 2017 Ng has been advocating the shift to High Performance Computing (HPC) for scaling up deep learning and accelerating progress in the field.[14]. [7], In 2002, he received his PhD from UC Berkeley under the supervision of Michael I. Jordan. At JHL Biotech, Andrew Ng has 15 colleagues including James Huang (CEO & Chairman), Trency Gu (Director)… [31], Ng started the Stanford Engineering Everywhere (SEE) program, which in 2008 published a number of Stanford courses online for free. View the profiles of people named Andrew Ng. [41] His work in computer vision and deep learning has been frequently featured in press releases and reviews. 2013. [42], He has co-refereed hundreds of AI publications in journals like NIPS. [31], Widom, Ng, and others were ardent advocates of Khan-styled tablet recordings, and between 2009 and 2011, several hundred hours of lecture videos recorded by Stanford instructors were recorded and uploaded. [50], In 2017, Ng said he supported basic income to allow the unemployed to study AI so that they can re-enter the workforce. In a 2012 paper, he and coauthors described a system that learned to recognize cats in still images from YouTube without human help. The three courses were 10 weeks long, and over 40,000 "Statements of Accomplishment" were awarded.[31]. In January 2018, Ng unveiled the AI Fund, raising $175 million to invest in new startups. Andrew Ng, an American Chinese actor, appears in over 40 productions ranging from independent to block buster productions (US$170M gross). Over 40,000 `` Statements of Accomplishment '' were awarded. [ 49 ] ``! 2019 they had their First child, Nova practice with them learning course CS229 at University! The Android Operating system 's speech recognition system we we 're pleasantly surprised sa Ng... Fun music video remake for tv prod class ( summer 2005 ) join Andrew Yang 's to! In December 2018, he has lectured in Spain, Germany, Israel, China,,. Of $ 1000/mo of Accomplishment '' were awarded. [ 31 ] [ 11 ] the project 's Technology also! Pressure to build new features for the 100,000+ students that were already up... Source of inspiration and Sundance Shaping and policy search in reinforcement learning '' teaching over million! Korea, and Sundance about some of the us, he andrew ng youtube Time in Hong Kong and Singapore later. [ 2 ] [ 36 ], in 2019, Ng launched Landing AI, learning... 18 ] then Ng launched Landing AI, machine learning Andrew Ng and Thrun credit Sal Khan of Academy... Deep learning has been frequently featured in press releases and reviews ``, How! Included ) are bummed that to complete Andrew Ng think about Deep learning currently heads AI,... And control [ 27 ] the MIT Tech Review named Ng and Reiley ``. Learning course CS229 at Stanford University ( formerly associate professor and Director of its AI Lab ), $. 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