The Elements of Statistical Learning
Why it matters
The “serious” statistical learning reference: bias/variance tradeoffs, regularization, model classes, and the intellectual backbone behind a lot of ML practice.
The “serious” statistical learning reference: bias/variance tradeoffs, regularization, model classes, and the intellectual backbone behind a lot of ML practice.