DSPRReport.tex

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\begin{document}
\frontmatter

\begin{titlepage}
    \newcommand{\HRule}{\rule{\linewidth}{1.5mm}}
    \center{}
    \begin{figure}
        \centering
        \includegraphics[width=0.5\textwidth]{img/hslogo}\label{pic:Logo}
    \end{figure}

    \begin{center}
    \end{center}

    {\huge Masterproject}\\[0.4cm]
    \begin{center}
    \end{center}
    {\Large Data Science }\\
    {Analytics and Prediction for Rental Bike Usage in London}
    \vfill
    \begin{center}
        {Contributors:}\ \\
        \vspace{0.25\baselineskip}
        {\Large Anass Khaldi, Guillaume Goni, Kathi Rodi, Pascal Riedel}
    \end{center}
    \vfill
    \begin{center}
        {\large Expert: Prof.\ Dr.\ von Schwerin }\\
    \end{center}
    \begin{center}
        {\large Expert: Prof.\ Dr.\ Herbort}
    \end{center}
    \begin{center}
        {\large Expert: Prof.\ Dr.\ Goldstein}
    \end{center}
    \vfill
    {\Large \today}

\end{titlepage}

\newpage
\tableofcontents
\mainmatter{}
\newpage
\chapter{Project Presentation and Organization}
% TODO: reorganize, rewrite
\input{./01_introduction.tex}
\input{./02_task_description.tex}
\input{./03_task_description_2.tex}
\input{./04_collaboration_technologies.tex}
\input{./05_responsabilities.tex}
\chapter{Postal Code Database (Nominatim and Graphhopper)}
\input{./11_nominatim.tex}
\input{./13_graphhopper.tex}
\input{./12_database.tex}
\input{./14_2_digits_db.tex}
\input{./15_django.tex}
\chapter{Bike Rental in London}
\input{./21_evaluation_of_hadoop_distros.tex}
\input{./22_data_profiling.tex}
\input{./23_data_prediction.tex}
\input{./24_hourly.tex}
\input{./25_additional.tex}
\chapter{Conclusion}
\input{./07_conclusion_2.tex}
% \input{./32_junior_conclusion.tex}

\newpage
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\section*{C List of Abbreviations}
\addcontentsline{toc}{section}{C List of Abbreviations}
\begin{acronym}
    \acro{yarn}[YARN]{Yet Another Resource Negotiator}
    \acro{sql} [SQL]{Structured Query Language}
    \acro{nsql} [NoSQL]{Not only Sql}
    \acro{pl}[PL/pgSQL] {Procedural Language/PostgreSQL}
    \acro{osm}[OSM]{OpenStreetMap}
    \acro{hdp}[HDP]{Hortonworks Data Platform}
    \acro{hdfs} [HDFS]{Hadoop Distributed File System}
    \acro{osm}[OSM]{OpenStreetMap}
    \acro{dfsio}[DFSIO]{Data File System I/O}
    \acro{mlp}[MLPRegressor]{Multi-layer Perceptron Regressor}
    \acro{rmse}[RMSE]{Root Mean Square Error}
    \acro{mlib}[MLlib]{Machine Learning Library}
    \acro{als}[ALS]{alternating least squares}
    \acro{svd}[SVD]{singular value decomposition}
    \acro{pca}[PCA]{principal component analysis}
    \acro{sse}[SSE]{Sum of Squared Errors}
\end{acronym}
\end{document}