The Future of Robotics and Artificial Intelligence
机器人和人工智能的未来
(Andrew Ng, Stanford University, STAN 2011)
--吴恩达·斯坦福大学讲座
(May 21, 2011) Andrew Ng (Stanford University) is building robots to improve the lives of millions. From autonomous helicopters to robotic perception, Ng's research in machine learning and artificial intelligence could result one day in a robot that can clean your house.
(2011年5月21日)吴恩达(斯坦福大学)在致力于通过创造机器人来改善数百万人的生活。从自动直升机到机器人感知,吴恩达在机器学习和人工智能方面的研究可能会在将来让机器人清洁房子成为现实。
About Andrew Ng
Andrew Ng is VP & Chief Scientist of Baidu; Co-Chairman and Co-Founder of Coursera; and an Adjunct Professor at Stanford University.
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 to over 100,000 students, leading to the founding of Coursera. Ng’s goal is to give everyone in the world access to a great education, for free. Today, Coursera partners with some of the top universities in the world to offer high quality online courses, and is the largest MOOC platform in the world.
Ng also works on machine learning with an emphasis on deep learning. He founded and led the “Google Brain” project which developed massive-scale deep learning algorithms. This resulted in the famous “Google cat” result, in which a massive neural network with 1 billion parameters learned from unlabeled YouTube videos to detect cats. More recently, he continues to work on deep learning and its applications to computer vision and speech, including such applications as autonomous driving.
吴恩达 Andrew Ng
Andrew Ng, Coursera的联合创始人,联合主席。斯坦福大学的客座教授。
2011年,他负责斯坦福大学主要MOOC平台的开发,并向超过10万名学生讲授在线机器学习课程,从而创建了Coursera。吴恩达的目标是让世界上每个人都能得到免费的教育。今天,Coursera与世界上一些顶尖大学合作,提供高质量的在线课程,是世界上最大的MOOC平台。
吴恩达还致力于机器学习,强调深度学习。他创立并领导了“谷歌大脑”项目,开发了大规模深度学习算法。这导致了著名的“谷歌猫”的成果,当中大型的神经网络有10亿个参数能够从没有标记的YouTube视频中学会检测猫。最近,他致力于深度学习和计算机视觉和语音方面的应用,包括自动驾驶等应用。
STAN: Society, Technology, Art and Nature, was Stanford University's prototype conferecne for TEDxStanford, and showcased some of the university's top faculty, students, alumni and performers in an intense four-hour event laced with surprising appearances and memorable experiences. STAN, modeled after TED, explored big questions about society, technology, art and nature in a format that invites feedback and engagement.
STAN:社会、技术、艺术和自然,是斯坦福大学的TEDxStanford的讲座原型。在长达4个小时的讲座中,展示了大学的顶尖的教职员工、学生、校友和表演者的成果和难忘经历。 STAN以TED为原型,探索了关于社会、技术、艺术和自然等问题。