Statistical Learning

concepts · 3 notes linked

Related: Stanford University · Trevor Hastie · Rob Tibshirani · Machine Learning · Supervised Learning · Peter Norvig · Noam Chomsky · Google

Notes

• From Statistical to Causal Learning — Survey of AI learning paradigms from symbolic to causal interventional models
• In-depth introduction to machine learning in 15 hours of expert videos — Free 15-hour Stanford ISLR video course covering statistical learning fundamentals
• Norvig vs. Chomsky and the Fight for the Future of AI — Debate between statistical data-driven AI and elegant explanatory linguistic theory