Andrew Ng


Andrew Ng, Stanford – Stanford Medicine Big Data | Precision Health 2018     2018/06/22

Precision Health is a fundamental shift to more proactive and personalized health care that
empowers people to lead healthy lives. It is in this spirit of possibility and promise that Stanford
Medicine hosted the sixth year of this conference in 2018, bringing together international
researchers and leaders from academia, health care, government, and industry to develop
actionable steps for improving human health.

Andrew Ng from Stanford University gave a keynote speech.
Andrew Ng: Deep Learning, Education, and Real-World AI | Lex Fridman Podcast #73     2020/02/21
Andrew Ng is one of the most impactful educators, researchers, innovators, 
and leaders in artificial intelligence and technology space in general.
He co-founded Coursera and Google Brain, launched deeplearning.ai, Landing.ai, and the AI fund,
and was the Chief Scientist at Baidu.
As a Stanford professor, and with Coursera and deeplearning.ai, he has helped educate
and inspire millions of students including me.
OUTLINE: 
0:00 - Introduction
2:23 - First few steps in AI
5:05 - Early days of online education
16:07 - Teaching on a whiteboard
17:46 - Pieter Abbeel and early research at Stanford
23:17 - Early days of deep learning
32:55 - Quick preview: deeplearning.ai, landing.ai, and AI fund
33:23 - deeplearning.ai: how to get started in deep learning
45:55 - Unsupervised learning
49:40 - deeplearning.ai (continued)
56:12 - Career in deep learning
58:56 - Should you get a PhD?
1:03:28 - AI fund - building startups
1:11:14 - Landing.ai - growing AI efforts in established companies
1:20:44 - Artificial general intelligence
Andrew Ng: Advice on Getting Started in Deep Learning | AI Podcast Clips     2020/02/22

アンドリュー先生曰く

「ラベリングが全体の仕事の80%ってジョークがある」って話聞いて思ったけど、

ラベル付けの仕事さ、トマトの赤さとか普遍的な物は安全としても、

辞書みたいに時代によって言葉の解釈が変わったり、

語彙のアップデートが入った時に、誰が変更していくのかな。