How did Andrew Ng become so good at Machine Learning?

How did Andrew Ng become so good at Machine Learning?


I've read a lot of Andrew's comments, so I'll mention a few things that I've come across.
  • He clearly has very high natural intelligence and a huge amount of energy.
  • He's been at it for a very long time.  He was heavily involved in ML research as an undergrad, and may well have been working on learning AI/statistics/etc before college.
  • Because he's been consistently exposed to the best (CMU, MIT, Berkeley, Stanford), he's been exposed to what it takes to do great work.
  • He reads papers for two hours a day, which he says leads him to good ideas.  I've noticed that among ML/CV/NLP researchers, for a lot of them, you see them with an IDE open all day long, and they probably don't read enough.  Those who read more tend to have better ideas, and access to a wider range of tools.
  • While his explanations are extremely lucid, this was apparently not always the case.  During his first year as a Professor, he got terrible teaching reviews.  He worked at it until he became excellent.

answered by Alexander Moreno on Quora.com


What is the achievement of Andrew Ng?


Andrew Ng has achieved the following:
  1. Inventer of Coursera, an online course with over 28 million users and 2000 courses. You can go onto his website, take an accredited course, and get a certificate showing your achievement.
  2. Inventor of Deeplearning.ai, a website with some of his lectures on artificial intelligence and deep learning. He also launched Landing.ai, which is currently contracted with Foxconn to begin mass producing AI related machines and products. Many people have taken deep learning courses from his websites and it has gotten high reviews on Coursera and other sites.
  3. He actually is the founder of the Google Brain project, Google’s venture to create mass scale neural networks using its computer infrastructure. One of its achievements was teaching computers to recognize cats after watching videos, without ever being told what a cat actually was.
  4. Andrew Ng has been featured in the Times 100 Most Influential People and has published over 100 articles on computer intelligence.
Today, Andrew Ng is one of the leading innovators and leaders of the world’s pursuit towards intelligent machines. His experience is unparalled and is very highly respected and regarded by his students (at Stanford and around the world) and his colleagues.






answered by Colin Zhou on Quora.com

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