Stat 671 Statistical Learning I
Bayesian theory of classification, the bias/variance trade-off, linear and quadratic discriminant analysis, Bayesian logistic regression, neural networks, Gaussian processes and structured learning. This is the first course in a sequence of three courses on Statistical Learning:
Stat 671,
Stat 672,
Stat 673.