Hi all, author here. Wanted to give some more background on why I made this sheet, and why I think it would be cool if other people used and added to this sheet. I've been working to teach myself machine learning, software engineering, and stats for years now. The internet is full of helpful articles, curated book collections, and well-answered Stack Overflow questions, as well as gobs of less useful junk. My two biggest problems have been: 1.) Separating the good stuff from the bad stuff and 2.) Finding the right type of material for different stages in the learning process.
Unfortunately, Google has let me down. So this is my attempt at compiling and tagging the most helpful resources, so other people (and I) can speed up our learning process. The sheet is completely open, so please feel free to modify or feel free to comment if you have any suggestions. Thanks Internet!