Thanks for the talk today! Also, I wanted to point people towards getting ahold of machine learning books (or other O'Reilly related books, etc.). There is a subscription for O'Reilly that lets you read their books but its pretty expensive ($49/month or $499/year). There is a trick around this: you can sign up for an ACM membership (https://www.acm.org/membership/join, $99/year) and add their ACM Skills Bundle Add-On (an extra $75, for ~$175 total). You get access to O'Reilly, Percipio, and PluralSight books, courses, and more. I know subscriptions aren't everyone's thing (and it's still pretty expensive), but I thought I'd put it out there because it's been immensely useful for me to look at lots of books and read much more.