The Elements of Statistical Learning
by Trevor Hastie
@M1tchRosenthal @PhDemetri That’s a great book! Super dense, and packed with good info. Maybe paired with Deep Learning by @goodfellow_ian et al after that?
And of course, eventually a good Bayesian primer like @rlmcelreath’s or Andrew Gelmans??🥳
I better stop now, I could talk about books for days...Link to Tweet These two books helped with improving my mathematical understanding of predictive models:
📘 Pattern Recognition and Machine Learning (by Christopher M. Bishop)
📘 The Elements of Statistical Learning (by Jerome H. Friedman, Robert Tibshirani, and Trevor Hastie)Link to Tweet