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Annkathrin 2021-09-12 17:47:22 +02:00
parent 98caff064f
commit 443fe65ea3
8 changed files with 284 additions and 211 deletions
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122
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@ -89,21 +89,9 @@
\end{itemize} \end{itemize}
\end{frame} \end{frame}
\section{Grundlagen KI (15min)} \section{Grundlagen KI (10min)}
\subsection{Algorithmen, KI und Neuronale Netze} \subsection{KI, Algorithmen und maschinelles Lernen}
\begin{frame}{Algorithmen, KI und Neuronale Netze} \begin{frame}{KI, Algorithmen und maschinelles Lernen}
\begin{itemize}
\item Algorithmus
\item KI / Machine Learning
\item Neuronale Netze und Deep Learning
\end{itemize}
\end{frame}
\begin{frame}{Aufbau der Datensätze}
\begin{itemize}
\item Supervised learning, Datenpaare
\item Training, Validation and Test Data
\end{itemize}
\end{frame} \end{frame}
\subsection{Overfitting} \subsection{Overfitting}
@ -115,7 +103,7 @@
\end{frame} \end{frame}
\section{Grenzen von KI / Grenzen und Risiken von KI (20min)} \section{Grenzen und Risiken von KI (20min)}
\subsection{KI und Interpretierbarkeit} \subsection{KI und Interpretierbarkeit}
\begin{frame}{Was heißt interpretierbar?} \begin{frame}{Was heißt interpretierbar?}
@ -220,7 +208,7 @@ Konsequenz: Diskriminierende Algorithmen (auch Gender Bias, Racial Bias, Neurodi
\end{itemize} \end{itemize}
\end{frame} \end{frame}
\section{Bias Bingo mit / Bias in iBorderCtrl (20min)(interaktiv?)} \section{Bias in iBorderCtrl (20min)}
\begin{frame}{Bias in iBorderCtrl} \begin{frame}{Bias in iBorderCtrl}
\begin{itemize} \begin{itemize}
@ -259,9 +247,9 @@ Konsequenz: Diskriminierende Algorithmen (auch Gender Bias, Racial Bias, Neurodi
\subsection{Wie und wofür forschen wir?} \subsection{Wie und wofür forschen wir?}
\begin{frame}{Wie und wofür forschen wir?} \begin{frame}{Wie und wofür forschen wir?}
\begin{itemize} \begin{itemize}
\item Instrumentalisierung von Wissenschaft \item Wissenschaft wird immer wieder instrumentalisiert
\item Was ist mein wissenschaftlicher Standard und worauf gründet er? \item Wir brauchen mehr kognitive Diversität in Forschungseinrichtungen
\item Gibt es Ziele und Werte die nicht von der Wissenschaft vorgegeben werden, sondern die wir uns selbst setzen müssen? \item Was ist dein wissenschaftlicher Standard und worauf gründet er?
\end{itemize} \end{itemize}
\end{frame} \end{frame}
\end{document} \end{document}

20
IBC.toc
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@ -2,13 +2,13 @@
\beamer@subsectionintoc {1}{1}{Akteure und Organisationsstruktur}{3}{0}{1} \beamer@subsectionintoc {1}{1}{Akteure und Organisationsstruktur}{3}{0}{1}
\beamer@subsectionintoc {1}{2}{Silent Talker}{4}{0}{1} \beamer@subsectionintoc {1}{2}{Silent Talker}{4}{0}{1}
\beamer@subsectionintoc {1}{3}{Geschichte des Lügendetektor}{6}{0}{1} \beamer@subsectionintoc {1}{3}{Geschichte des Lügendetektor}{6}{0}{1}
\beamer@sectionintoc {2}{Grundlagen KI (15min)}{7}{0}{2} \beamer@sectionintoc {2}{Grundlagen KI (10min)}{11}{0}{2}
\beamer@subsectionintoc {2}{1}{Algorithmen, KI und Neuronale Netze}{7}{0}{2} \beamer@subsectionintoc {2}{1}{KI, Algorithmen und maschinelles Lernen}{11}{0}{2}
\beamer@subsectionintoc {2}{2}{Overfitting}{9}{0}{2} \beamer@subsectionintoc {2}{2}{Overfitting}{12}{0}{2}
\beamer@sectionintoc {3}{Grenzen von KI / Grenzen und Risiken von KI (20min)}{10}{0}{3} \beamer@sectionintoc {3}{Grenzen und Risiken von KI (20min)}{13}{0}{3}
\beamer@subsectionintoc {3}{1}{KI und Bias}{10}{0}{3} \beamer@subsectionintoc {3}{1}{KI und Interpretierbarkeit}{13}{0}{3}
\beamer@subsectionintoc {3}{2}{KI und Interpretierbarkeit}{14}{0}{3} \beamer@subsectionintoc {3}{2}{KI und Bias}{18}{0}{3}
\beamer@sectionintoc {4}{Bias Bingo mit / Bias in iBorderCtrl (20min)(interaktiv?)}{15}{0}{4} \beamer@sectionintoc {4}{Bias in iBorderCtrl (20min)}{25}{0}{4}
\beamer@sectionintoc {5}{Ausblick und Diskussion(20min)}{18}{0}{5} \beamer@sectionintoc {5}{Ausblick und Diskussion(20min)}{33}{0}{5}
\beamer@subsectionintoc {5}{1}{Politische Einordnung}{18}{0}{5} \beamer@subsectionintoc {5}{1}{Politische Einordnung}{33}{0}{5}
\beamer@subsectionintoc {5}{2}{Wie und wofür forschen wir?}{19}{0}{5} \beamer@subsectionintoc {5}{2}{Wie und wofür forschen wir?}{34}{0}{5}

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