Introduction to the field of machine learning Standard machine learning techniques such as decision trees, nearest neighbor, Bayesian methods, support vector machines, and logistic regression. Basic concepts in computational learning theory including the PAC model and VC dimension. Methods for evaluating and comparing machine learning techniques.