Free Book: Lecture Notes on Machine Learning

Lecture notes for the Statistical Machine Learning course taught at the Department of Information Technology, University of Uppsala (Sweden.) Available as a PDF, here (original) or here (mirror). B.1 A general iterative solution B.2 Commonly used search directions