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Reading list for my general exam will consist of research material involving major techniques in data science and the application of the these techniques on the problems related to Social Science.
\section{Methods (Data Science (Machine Learning) Literature)}
\begin{itemize} \begin{enumerate}
\item The Mathematics of Learning: Dealing with Data\cite{Poggio_2005}
\item Unsupervised Learning \cite{Ghahramani_2004}
...
\item Using Randomization in Development Economics Research: A Toolkit \cite{Duflo}
\item Rajaraman et al. Mining of Massive Datasets. \cite{Rajaraman_2009}
\item Yaser S. AbuMostafa et al. Learning from Data \cite{Abu-Mostafa:2012:LD:2207825}
\end{itemize} \end{enumerate}
\section{Application of Data Science to Social Problems}
\subsection{Data Science and Development Economics}