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diff --git a/DSD/auto_training/images/overview-1.pdf b/DSD/auto_training/images/overview-1.pdf
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diff --git a/DSD/auto_training/presentation.pdf b/DSD/auto_training/presentation.pdf
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diff --git a/DSD/auto_training/presentation.tex b/DSD/auto_training/presentation.tex
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+\documentclass[aspectratio=169,10pt]{beamer}
+\usetheme[progressbar=head,numbering=fraction,sectionpage=none]{metropolis}
+
+\usepackage{graphicx}
+\usepackage{ulem}
+\usepackage{xcolor}
+\usepackage[scale=2]{ccicons}
+\usepackage{pgfplots}
+\usepackage{booktabs}
+\usepgfplotslibrary{dateplot}
+\usepackage{hyperref}
+\usepackage{multirow}
+\usepackage{array}
+\usepackage{xspace}
+
+\title{DSD Auto Training}
+\subtitle{\textit{dsd\_trainer.py} is stealing my job.}
+\date{}
+\author{Arthur Grisel-Davy}
+\institute{University of Waterloo, Canada}
+
+
+\begin{document}
+
+\maketitle
+
+\begin{frame}{Goal}
+    \begin{center}
+        From a {\color{blue}raw trace} containing normal and recurent activities, extract the {\color{blue}DSD training data} and {\color{blue}occurences rules} for the activities in the trace.
+    \end{center}
+\end{frame}
+
+\begin{frame}{Overview}
+        \only<1>{\includegraphics[height=\textheight]{images/overview-1.pdf}}
+        \only<2>{\includegraphics[height=\textheight]{images/overview-2.pdf}}
+        \only<3>{\includegraphics[height=\textheight]{images/overview-3.pdf}}
+        \only<4>{\includegraphics[height=\textheight]{images/overview-4.pdf}}
+        \only<5>{\includegraphics[height=\textheight]{images/overview-5.pdf}}
+        \only<6>{\includegraphics[height=\textheight]{images/overview-6.pdf}}
+\end{frame}
+
+
+\end{document}