PSTAT 262AI: STAT DL FOR AI

University of California, Santa Barbara

Deep learning predictive models, optimization, and sampling methods. Emphas is is on learning the probabilistic framework, deriving efficient estimator s using matrix algebra, and developing scalable artificial intelligence alg orithms and code to solve real-world research problems.