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Re:Microsoft R&D grows to 8k people in massive bet on artifi... by knbknb on Monday September 25, 2017 @03:41AM (#15328643)
Your question was asked many times on Quora, and ML celebrity-scientist Andrew Ng himself contributed some answers.

See all of his answers here: https://www.quora.com/profile/Andrew-Ng

I like this one of his answers: for people with intermediate skills, read an ML paper and try to reproduce it, or use it with different/your own datasets. This is completely underrated.

I for one want to do this more.

Re:Microsoft R&D grows to 8k people in massive bet on artifi... by jgalt212 on Tuesday September 26, 2017 @09:59AM (#15338673)
Sound advice. Even better if you have domain expertise and can code up a decent ML solution based on your particular domain expertise, you can get a job on the dev side and not the labeling side.