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?