\contentsline {section}{\numberline {1}Problems}{2}{section.1}%
\contentsline {subsection}{\numberline {1.1}Appetisers}{2}{subsection.1.1}%
\contentsline {subsection}{\numberline {1.2}Main Course}{4}{subsection.1.2}%
\contentsline {subsubsection}{\numberline {1.2.1}Matrix Calculus}{4}{subsubsection.1.2.1}%
\contentsline {subsubsection}{\numberline {1.2.2}Statistics}{7}{subsubsection.1.2.2}%
\contentsline {subsubsection}{\numberline {1.2.3}Non-linearities}{7}{subsubsection.1.2.3}%
\contentsline {section}{\numberline {2}Grade Table}{9}{section.2}%
\contentsline {section}{\numberline {3}References}{9}{section.3}%