Undergrad classes don't teach you how to scrape: http://schoolofdata.org/handbook/recipes/scraping/
Just the other day I was thinking -- I end up losing in debates because I'm unable to cite data. Scraping and acquiring data is a key part of research, so I'm very much looking for a text that presents the big picture as well as the nitty gritty details from beginning to end.