Top-down learning path: Machine Learning for Software Engineers
It's great, but it's a mess - a heap of articles, github repos, books and such. A new learner can't deal with that. What a new learner needs is an interactive system to guide a learner through the process. Not a static list - one size doesn't fit all. I might know Python and not know math, another one might come from stats and Matlab but not know Python. One might know about SVMs and Naive Bayes but not about neural nets, another might have played with Keras neural nets but neglected to read up on basic ML. We need an adaptive learning system. Who's going to make one?