\chapter{Learning}

In this part we outline essentials of machine learning.

\section{Learning is a search process}

\section{Empirical risk minimization (ERM) principle}

\section{Structural risk minimization (SRM) principle}

\section{Linear models}

\section{Supervised learning}

\subsection{Classification}

\subsection{Regression}

\section{Unsupervised learning}

\subsection{Clustering}

\subsection{Dimensionality reduction}

\section{Transfer learning}

\subsection{Multitask learning}

\subsection{Domain adaptation}
