[gettersetter]

I am curious, how did you transition into ml, nlp. I am thinking of transitioning to ml, as work is getting kind of boring for me, but most job requires at least a master in the relevant field. I am self studying right now, maybe going back for a master, but I felt I lack alot of necessary probability and linear algebra theorems. I can code svm, neural network from nothing. I understand basic markov chain, bayes network, but that is really just scratching the surface. Any recommendations?

[thomasahle]

The 2016 ml scene doesn't seem so different from the 2016 front-end wild west I gather from this thread. Unfortunately. Machine Learning is in rapid flux, the solid theory of svm and the like are getting abandoned for a lot of techniques that seems to work some times. Certainly some people have a very good intuition for what works, and how to make it scale, but there is no one authority and you have to keep constantly up to date.