91 lines
3.6 KiB
TeX
91 lines
3.6 KiB
TeX
\section{Introduction}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Introduction}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> systèmes d’information
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\item<2-> données massives
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{0}{10}{is}}
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\only<2>{\imgh{.5}{10}{bd}}
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\end{column}\end{columns}
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\end{frame}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\subsection{Machine learning}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Introduction / Machine learning}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> compréhension données
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\item<2-> apprentissage automatique
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\item<3-> conservation généralisation
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\item<4-> choix algorithme pertinent
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{4.75}{8.5}{datavis}}
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\only<2>{\imgh{2}{14}{ml}}
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\only<3>{\imgh{0}{18}{general}}
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\only<4>{\imgh{4.9}{9.5}{algo}}
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\end{column}\end{columns}
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\end{frame}
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%–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
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\subsection{Méthodes}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Introduction / Méthodes non supervisées}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> pas d’étiquetage
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\item<2-> clustering
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{0}{13}{unlabeled}}
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\only<2>{\imgh{0}{13}{clusters}}
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\end{column}\end{columns}
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\end{frame}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Introduction / Méthodes semi-supervisées}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> étiquetage partiel
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\item<2-> mélange techniques
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<1>{\imgh{0}{11.5}{semi-labeled}}
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\only<2>{\imgh{0}{11.5}{semi-learning}}
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\end{column}\end{columns}
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\end{frame}
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%⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅⋅
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\begin{frame}{\bititle\\Introduction / Méthodes supervisées}
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\begin{columns}\begin{column}{.5\textwidth}
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\begin{itemize}
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\item<1-> apprentissage
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\item<2-> évaluation
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\item<3-> régression
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\item<4-> classification
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\end{itemize}
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\end{column}\begin{column}{.5\textwidth}
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\only<3>{\imgh{0}{13}{regression}}
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\only<4>{\imgh{0}{13}{classification}}
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\end{column}\end{columns}
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\end{frame}
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