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by bko 3463 days ago
An alternate theory is that you can make use of ML to do useful tasks through an understanding of just high school math (basic algebra) and basics of python. I'm not sure if that's actually true, but I'm inclined to be in this camp as abstractions are used in virtually every other tasks. The amount of extra value that can be had from applying even basic ML techniques is so great, that there is probably a lot of upside to using ML even if they're only able to hire practitioners.

A great resource specifically tailored to those that don't have a especially strong grasp of probability and statistics is Grokking Deep Learning

https://iamtrask.github.io/2016/08/17/grokking-deep-learning...