From ad7bc70af185a6272eca596308e7eca7ff47b77e Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Mon, 2 May 2022 10:16:10 +0200 Subject: [PATCH] =?UTF-8?q?Feat:=20Cr=C3=A9e=20la=20pr=C3=A9sentation=20po?= =?UTF-8?q?ur=20l'oral?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../3P_IA.pdf | Bin 0 -> 107376 bytes .../3P_IA.tex | 158 ++++++++++++++++++ .../fig/modele_prediction.png | Bin 0 -> 84323 bytes 3 files changed, 158 insertions(+) create mode 100644 EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.pdf create mode 100644 EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.tex create mode 100644 EnseignementsScientifique/04_Informatique_Intellignece_articielle/fig/modele_prediction.png diff --git a/EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.pdf b/EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.pdf new file mode 100644 index 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a/EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.tex b/EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.tex new file mode 100644 index 0000000..05e933d --- /dev/null +++ b/EnseignementsScientifique/04_Informatique_Intellignece_articielle/3P_IA.tex @@ -0,0 +1,158 @@ +\documentclass[11pt,xcolor=table]{classPres} + +\usepackage{hyperref} + +\hypersetup{ + colorlinks=true, + linkcolor=blue, + filecolor=magenta, + urlcolor=cyan, +} + +\setbeamertemplate{blocks}[rounded][shadow=true] +\setbeamercolor{block title}{bg=highlightbg, fg=base01} + + +\setlength\columnsep{0pt} + +\title{Intelligence Artificielle} +\date{Mai 2022} + +\begin{document} + +\begin{frame}{Intelligence Artificielle} + \begin{center} + \vfill + Enseignement scientifique + \vfill + Quelques repères + \hfill + \end{center} +\end{frame} + +\begin{frame}[fragile]{Intelligence Artificielle} + \begin{block}{Définition} + Ensemble de théories et de technologies mises en œuvre pour simuler l'intelligence humaine. + \end{block} + \vfill +\end{frame} + +\begin{frame}{État actuel} + \vfill + \begin{block}{Deep-learning / réseau de neurones} + IA performante pour une tache précise + \end{block} + \vfill + \pause + \begin{block}{Limitations} + \begin{itemize} + \item L'IA ne sait pas se poser des questions par elle même. + \item Il n'existe pas d'IA généralistes. + \end{itemize} + \end{block} + \vfill +\end{frame} + +\begin{frame}{Fonctionnement global} + \includegraphics[scale=0.5]{./fig/modele_prediction} +\end{frame} + +\begin{frame}{Présentation d'un thème en lien avec \\ l'intelligence artificielle} + En groupe de 2, vous devrez préparer une présentation de 5-10minutes. + + Vous illustrerez ce thème en présentant les points suivants + \begin{itemize} + \item Le cadre d'utilisation + \item Les données d'entrainement + \item Les bias ou les difficultés + \item Évolution dans le future + \end{itemize} + + Si d'autres questions vous semble plus importantes à présenter, elles pourront venir remplacer les questions précédentes après discussion avec l'enseignant. +\end{frame} + +\begin{frame}{Thèmes} + \small + \begin{itemize} + \item (Techno) Voiture autonome + + \href{https://www.numerama.com/vroom/704665-en-france-qui-est-responsable-legalement-en-cas-daccident-en-voiture-autonome.html}{En France, qui est responsable légalement en cas d’accident en voiture autonome ?} + + \item (Droit/Sociologie) Utilisation des IA en justice et biais + + + \href{https://www.numerama.com/politique/705218-racisme-sexisme-les-ia-peuvent-elles-supprimer-les-discriminations-dans-les-affaires-judiciaires.html}{Racisme, sexisme : les IA peuvent-elles supprimer les discriminations dans les affaires judiciaires ?} + + \href{https://www.numerama.com/tech/322425-pas-plus-efficace-que-les-humains-lalgo-qui-veut-predire-la-criminalite-est-epingle.html}{Pas plus efficace que les humains, l’algo qui veut prédire la criminalité est épinglé} + + \href{https://www.numerama.com/politique/172272-aux-usa-logiciel-aide-juges-a-devenir-racistes.html}{Aux USA, un logiciel aide les juges à devenir racistes} + + \item (SVT - chimie) Deepmind et le pliage de protéine + + \href{https://www.sciencesetavenir.fr/fondamental/biologie-cellulaire/alphafold-l-intelligence-artificielle-revolutionnaire-pour-la-recherche-en-proteomique_149674}{AlphaFold, l’intelligence artificielle révolutionnaire pour la recherche en protéomique} + + \item (Jeux) jeux de plateau et jeux en ligne + + \href{https://www.lesechos.fr/tech-medias/intelligence-artificielle/une-intelligence-artificielle-de-deepmind-sacree-grand-maitre-au-jeu-video-starcraft-1144358}{Une intelligence artificielle de DeepMind sacrée « grand maître » au jeu vidéo StarCraft} + \end{itemize} +\end{frame} + +\begin{frame}{Thèmes (suite)} + \small + \begin{itemize} + \item (Finance) micro trading - régulation + + \href{https://www.compta-online.com/intelligence-artificielle-et-finance-cas-usage-ethique-et-securite-ao4026}{Intelligence artificielle et finance : cas d'usage, éthique et sécurité} + \href{https://www.lesechos.fr/idees-debats/cercle/finance-lintelligence-artificielle-au-centre-de-la-strategie-de-securite-135050}{Finance : l'intelligence artificielle au centre de la stratégie de sécurité} + + \item (Sociologie) deep fake + + \href{https://www.silicon.fr/avis-expert/deepfake-lia-pourrait-influencer-les-prochaines-elections-americaines#}{Deepfake : l’IA pourrait influencer les prochaines élections américaines} + + \href{https://www.lebigdata.fr/deepfake-tout-savoir}{Deepfake : tout savoir sur la nouvelle menace liée à l’IA} + + \href{https://www.youtube.com/watch?v=MFHkV6L4sx8}{Plus personne n’est à l'abri, nous ne sommes plus les mêmes ! Apprenez le DeepFake.} + + \item (Imagerie) reconstitution d'image + + \href{https://www.journaldugeek.com/2020/06/15/ia-images-floues-hd/}{Cette IA transforme des photos floues en impressionnants portraits HD} + \href{https://www.futura-sciences.com/tech/actualites/intelligence-artificielle-ia-capable-reconstituer-images-hors-champ-camera-78787/}{Une IA capable de reconstituer les images hors-champ d'une caméra} + \end{itemize} +\end{frame} + +\begin{frame}{Thèmes (suite)} + \small + \begin{itemize} + + \item (Sociologie) Surveillance de la population + + \href{https://intelligence-artificielle.developpez.com/actu/284159/La-police-chinoise-utilise-une-camera-basee-sur-l-IA-et-des-analyses-raciales-pour-suivre-les-Ouighours-et-les-distinguer-de-la-majorite-Han/}{La police chinoise utilise une caméra basée sur l'IA et des analyses raciales pour suivre les Ouïghours} + + \href{https://www.ibm.com/blogs/ibm-france/2019/05/20/lia-permet-de-piloter-des-systemes-de-videosurveillance-a-grande-echelle/}{L’IA permet de piloter des systèmes de vidéosurveillance à grande échelle} + + + \item (Sociologie) Profilage marketing + + \href{https://www.kameleoon.com/fr/blog/intelligence-artificielle-marketing-digital}{Marketing digital : pourquoi utiliser l'Intelligence Artificielle ?} + \href{https://ia-data-analytics.fr/intelligence-artificielle/marketing/}{L’intelligence artificielle : un atout pour le marketing} + + \item (Energie) Smartgrid + + \href{https://journal.ccas.fr/smart-grids-lenergie-sous-intelligence-artificielle/}{Smart grids : l’énergie sous intelligence artificielle} + + \item (Médecine) Détection de cancers du sein + + \href{https://www.numerama.com/sciences/300328-lia-futur-outil-pour-la-prevention-du-cancer-du-sein.html}{L’IA, futur outil pour la prévention du cancer du sein ?} + + \href{https://www.sciencesetavenir.fr/sante/cancer/une-intelligence-artificielle-pour-predire-le-cancer-du-sein_134056}{Dépistage : l'IA du MIT qui prédit l'apparition du cancer du sein} + + \end{itemize} +\end{frame} + +\end{document} + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: "master" +%%% End: + diff --git a/EnseignementsScientifique/04_Informatique_Intellignece_articielle/fig/modele_prediction.png b/EnseignementsScientifique/04_Informatique_Intellignece_articielle/fig/modele_prediction.png new file mode 100644 index 0000000000000000000000000000000000000000..0ae805a95973882b714b6ebb34fcb5e58626c2f3 GIT binary patch literal 84323 zcmXtf1z1$w_ccgKNvDL;-JQ}PEz%uBh;+ArbPq7JNOuk0okIvH-HkLz*LQh;|Br{~ zVYqYeIcN4+d+oLNJ`JF|9AtU;S2QN_?_$(m z+0eX?@1yZW4UCUBdH4N0;%o7bU3K3HyG)`P2L||#AyF)gf2S0*T|E~40}hY&T_H>G z`aiA@>Z_I)v(i`_TQBCVet5}3SzwayuwNs-3jE;M74MPq;s5@r_IMpg`+wKJ;k;7( z-{mzpYDCEYZs~@Xea#a1-|HZRXlxx|fR}qvh~HPg3T9qvB0r5yCayPu99}X0VMNpS@@HN;zM)i3sR?+w`GWQ?&)5|zPQj`jaqy+yh 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