On: How to get from high school math to cutting-edge M...

[SkyPuncher]

I feeling like you described a “draw the rest of the owl” situation with “find an ml course”.

I’m basically in this situation, I’ve implemented products around AI and ML. I understand them at a practical level but want to dive into the theoreticals more. Finding a “survey ML course” is a huge challenge for me. I have absolutely no idea what’s considered state of the art.

[rldjbpin → SkyPuncher]

i completely understand your point-of-view. tough to give a silver-bullet answer because things move so quickly.

i personally found this course to be a good place for deep learning (again not a survey course that covers classical ML for context) - https://uvadlc-notebooks.readthedocs.io/en/latest/index.html

however, the strategy that should give good results is going for the open-source coursework from one of the major universities. these courses may lag a semester or two from SOTA, but they often give a good overview. pick your poison and go from there. for example the above link was found the same way.