This is very helpful to me, and I bet to many that want to get into Data Science the right way. A big "thank you" to whoever put this together.
What are we looking here for someone that wants to learn all this while keeping a full-time job? 3 years?
What are we looking here for someone that wants to learn all this while keeping a full-time job? 3 years?
I posted it but the heavy lifting was all /u/aormiston on /r/pystats:
> I just finished scraping all the required and optional readings (textbooks mainly) from nearly every Stanford undergraduate and graduate level stats course. https://docs.google.com/spreadsheets/d/1d_MNmIGY7yzrpnStnZqz... I only did the suggested courses for the Data Science track in the MS Stats program. Feel free to do the others and leave links in the comments if you like. This isn't exhaustive (some courses were harder to find than others), so this'll likely be a living document. Feel free to send me anything I've missed or better texts for any subject that I should add to the document. Also, for free technical textbooks, I've found freecomputerbooks.com to be very helpful (despite the fact that it sounds like clickbait). I'd recommend you check that out before shelling out for any of the textbooks listed.