| # Books I've liked that are approachable: - [The Elements of Statistical Learning](https://link.springer.com/book/10.1007/978-0-387-84858-7) - [The Little Learner: A Straight Line to Deep Learning](https://mitpress.mit.edu/9780262546379/the-little-learner/) - [The StatQuest Illustrated Guide To Machine Learning](https://www.amazon.com/dp/B0BLM4TLPY) # Online Videos / Courses - [Karpthy's Zero to Hero](https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxb...) - [fast.ai](https://www.fast.ai/) - [3blue1brown Neural Network Course]
(https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_6700...) - [Andrew Ng's Courses](https://www.deeplearning.ai/) # Fun Projects - These will teach you data-wrangling things that unfortunately eat up a lot of time. What do you want to build? I'd love to spitball ideas here. |