Summary Introduction When Can Machines Learn? Why Can Machines Learn? 机器学习的可行性 VC Dimension Part I VC Dimension Part II VC Dimension Part III Noise and Error How Can Machines Learn? Linear Regression Logistic Regression Linear Models for Classification How Can Machines Learn Better? FAQ