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	<title>intelligence artificielle &#8211; Réseau CERTA</title>
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	<title>intelligence artificielle &#8211; Réseau CERTA</title>
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	<item>
		<title>Introduction à l&#8217;IA</title>
		<link>https://www.reseaucerta.org/introduction-a-lia/</link>
					<comments>https://www.reseaucerta.org/introduction-a-lia/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Wed, 06 May 2026 09:04:08 +0000</pubDate>
				<category><![CDATA[_BTS SIO]]></category>
		<category><![CDATA[Bloc 1 - Support et mise à disposition de services informatiques]]></category>
		<category><![CDATA[Côté labo 🧪]]></category>
		<category><![CDATA[📁 Ressources]]></category>
		<category><![CDATA[base de données vectorielle]]></category>
		<category><![CDATA[IA]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[modèle d'embedding]]></category>
		<category><![CDATA[modèle de langage]]></category>
		<category><![CDATA[RAG]]></category>
		<guid isPermaLink="false">https://www.reseaucerta.org/?p=10444</guid>

					<description><![CDATA[Découverte de certains principes de l’intelligence artificielle au travers d’un
système RAG (Retrieval-Augmented Generation)]]></description>
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<p class="p1">Découverte de certains principes de l’intelligence artificielle au travers d’un système RAG (Retrieval-Augmented Generation)</p>
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<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Public concerné <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f393.svg" alt="&#x1f393;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>BTS Services Informatiques aux Organisations</li>
</ul>
</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Matière <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f4da.svg" alt="&#x1f4da;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>Bloc 1 – Support et mise à disposition de services informatique</li>
</ul>
</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Présentation <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f4cb.svg" alt="&#x1f4cb;" /></div>
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<p>L’objectif de cette production est d’aborder certains concepts de l’intelligence artificielle à travers un système IA RAG (Retrieval-Augmented Generation), un modèle hybride combinant un mécanisme de recherche d’information et une génération de texte.</p>
<p>Une première IA analysera une base de documents (ici le texte du RGPD) afin de la vectoriser. Une deuxième IA sera chargée de formuler une réponse à partir des vecteurs trouvés par le SGBD vectoriel Chroma.</p>
<p>Une initiation aux bases de données vectorielles est également proposée.</p>
<p><strong>Contenu :</strong></p>
<ul style="margin-top: 8px; padding-left: 18px;">
<li>Fiche de présentation des éléments théoriques nécessaires à la réalisation des activités</li>
<li>Activité 1 : découverte d’une base de données vectorielle à travers un script Python</li>
<li>Activité 2 : découverte d’un système RAG complet à partir d’un code source Python rédigé par Yves Rougy</li>
</ul>
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<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Pré-requis <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/26a1.svg" alt="&#x26a1;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>Commandes de base d’administration d’un système Linux Debian</li>
<li>Bases Python</li>
</ul>
</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Savoirs <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f393.svg" alt="&#x1f393;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>Système RAG</li>
<li>Modèles de représentation vectorielle (embedding)</li>
<li>Bases de données vectorielles</li>
<li>Modèles de langage</li>
</ul>
</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Compétences <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f4aa.svg" alt="&#x1f4aa;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>Bloc 1 / compétence 6 : « Organiser son développement professionnel »</li>
<li>Veille technologique</li>
<li>Transversalité CEJMA (RGPD)</li>
</ul>
</div>
</div>
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<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Outils <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f6e0.svg" alt="&#x1f6e0;" /></div>
<div style="flex: 1;">
<ul style="margin: 0; padding-left: 18px;">
<li>Linux Debian 13</li>
<li>Python3</li>
<li>Modèle d’embedding BGE-M3</li>
<li>Modèle de langage Llama</li>
</ul>
</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Téléchargements <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f4e5.svg" alt="&#x1f4e5;" /></div>
<div> </div>
<div> </div>
<div style="flex: 1;">Fichier élève : <a href="https://www.reseaucerta.org/wp-content/uploads/laboratoires/Presentation_labo-IA-RAG.pdf" target="_blank" rel="noopener">Presentation_labo-IA-RAG</a> &amp; <a href="https://www.reseaucerta.org/wp-content/uploads/laboratoires/Labo-IA-RAG.zip" target="_blank" rel="noopener">Labo-IA-RAG</a><br />Fichier professeur : <a href="https://www.reseaucerta.org/wp-content/uploads/laboratoires/private/Labo-IA-RAG_cor.zip" target="_blank" rel="noopener">Labo-IA-RAG_cor</a></div>
</div>
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<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Mots-clés ﹟</div>
<div style="flex: 1;">Intelligence artificielle, base de données vectorielle, LLM, RAG, modèle d’embedding, modèle de langage</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Durée <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/23f1.svg" alt="&#x23f1;" /></div>
<div style="flex: 1;">Entre 2 et 3 heures</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Version <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f504.svg" alt="&#x1f504;" /></div>
<div style="flex: 1;">v1.0</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0; border-bottom: 1px solid #eee;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Date de publication <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/1f4c5.svg" alt="&#x1f4c5;" /></div>
<div style="flex: 1;">Mai 2026</div>
</div>
<div style="display: flex; flex-wrap: wrap; padding: 0.8rem 0;">
<div style="flex: 0 0 210px; font-weight: 600; text-transform: uppercase; font-size: 13px; color: #8c104f;">Auteur.e(s) <img decoding="async" class="emoji" role="img" draggable="false" src="https://s.w.org/images/core/emoji/17.0.2/svg/270d.svg" alt="&#x270d;" /></div>
<div style="flex: 1;">Pacôme MASSOL avec les tests et la relecture d’Apollonie Raffalli</div>
</div>
</div>
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			</item>
		<item>
		<title>Objets connectés et IA</title>
		<link>https://www.reseaucerta.org/objets-connects-et-ia/</link>
					<comments>https://www.reseaucerta.org/objets-connects-et-ia/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Sat, 22 Apr 2023 19:42:00 +0000</pubDate>
				<category><![CDATA[Côté cours 🧑‍🏫]]></category>
		<category><![CDATA[Management, sciences de gestion et numérique]]></category>
		<category><![CDATA[Terminale STMG]]></category>
		<category><![CDATA[adresse IP]]></category>
		<category><![CDATA[algorithmes]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[éthique]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[objets connectés]]></category>
		<category><![CDATA[protection des données personnelles]]></category>
		<category><![CDATA[protocoles]]></category>
		<guid isPermaLink="false">https://www.reseaucerta.org/?p=4002</guid>

					<description><![CDATA[Découverte du fonctionnement des objets connectés et de l’IA, illustration par des exemples.]]></description>
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					<h1 class="elementor-heading-title elementor-size-default">Comprendre le fonctionnement des objets connectés et de l’intelligence artificielle</h1>				</div>
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					<h4 class="elementor-heading-title elementor-size-default">Intitulé court <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dd.png" alt="📝" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Objets connectés et IA								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Public concerné <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Terminale STMG								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Matière <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4da.png" alt="📚" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Management, sciences de gestion et numérique								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Présentation <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4cb.png" alt="📋" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>D&eacute;couverte du fonctionnement des objets connect&eacute;s et de l&rsquo;IA, illustration par des exemples.</p>
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					<h4 class="elementor-heading-title elementor-size-default">Prérequis <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26a1.png" alt="⚡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Première STMG : sciences de gestion et numérique Thème 2 : Numérique et intelligence collective &#8211; Intelligence artificielle et automatisation de tâches organisationnelles.								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Savoirs <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									22/04/2023								</div>
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		<title>La transparence des algorithmes</title>
		<link>https://www.reseaucerta.org/la-transparence-des-algorithmes/</link>
					<comments>https://www.reseaucerta.org/la-transparence-des-algorithmes/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Mon, 12 Jul 2021 16:23:48 +0000</pubDate>
				<category><![CDATA[Côté cours 🧑‍🏫]]></category>
		<category><![CDATA[Management, sciences de gestion et numérique]]></category>
		<category><![CDATA[Terminale STMG]]></category>
		<category><![CDATA[Algorithme et transparence]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[open data]]></category>
		<guid isPermaLink="false">https://www.reseaucerta.org/?p=4004</guid>

					<description><![CDATA[Découverte de la notion de transparence des algorithmes publics et mise en pratique à partir d’un exemple. La mise en pratique peut être effectuée : • dans un tableur à l'aide des supports présents dans le dossier « Tableur » ; • dans un mini site web à l'aide des supports présents dans le dossie...]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="4004" class="elementor elementor-4004">
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					<h1 class="elementor-heading-title elementor-size-default">Comprendre la transparence des algorithmes et son utilité.</h1>				</div>
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									La transparence des algorithmes								</div>
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									<p>Découverte de la notion de transparence des algorithmes publics et mise en pratique à partir d’un exemple.</p>

<p>La mise en pratique peut être effectuée :</p>

<ul>
	<li>dans un tableur à l&rsquo;aide des supports présents dans le dossier « Tableur » ;</li>
	<li>dans un mini site web à l&rsquo;aide des supports présents dans le dossier « PHP ».</li>
</ul>
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					<h4 class="elementor-heading-title elementor-size-default">Prérequis <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26a1.png" alt="⚡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Partie spécifique SIG : notion d’algorithme. Opérateurs arithmétiques et logiques, séquences, instructions conditionnelles, répétitions, tests, fonction – procédure, tableaux. Programmation sur tableur.								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Savoirs <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Transparence des algorithmes publics.<br /><br />Intelligence artificielle : impact sur l’évolution des algorithmes.<br /><br />Logique d’un traitement informatique (spécificité SIG).</p></p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Compétences <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4aa.png" alt="💪" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Terminale STMG : management, sciences de gestion et numérique<br />
Thème 1 : Les organisations et l’activité de production de biens et de services<br />
1.3. Quels choix d’organisation de la production pour concilier flexibilité, qualité et maîtrise des coûts ?</p>

<p>Thème 3 : Les organisations et la société<br />
Q3.3. Les transformations numériques, de nouvelles responsabilités pour les organisations ?</p>

<p>Terminale STMG : enseignement spécifique de SIG<br />
Thème 3 : information, action et décision<br />
Q 3.2&nbsp;: La résolution de tous les problèmes de gestion est-elle automatisable ?</p>
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					<h4 class="elementor-heading-title elementor-size-default">Outils <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6e0.png" alt="🛠" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Connexion Internet – Tableur – Éditeur de texte – Serveur web</p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Transversalité <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f517.png" alt="🔗" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Première STMG : sciences de gestion et numérique<br />Terminale STMG : management, sciences de gestion et numérique<br /><p>Enseignement spécifique de SIG<br />Big data</p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Téléchargements <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4e5.png" alt="📥" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Transparence des algorithmes &#8211; STMG MSDGN -SIG eleve.zip</strong><br>Fichier libre &#8211; <a href="/wp-content/uploads/cours/Transparence des algorithmes - STMG MSDGN -SIG eleve.zip" target="_blank">Télécharger</a> (1.08 MB)</p><p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2705.png" alt="✅" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Transparence des algorithmes &#8211; STMG MSDGN -SIG prof.zip</strong><br>Corrigé disponible &#8211; <a href="/wp-content/uploads/cours/private/Transparence des algorithmes - STMG MSDGN -SIG prof.zip" target="_blank">Télécharger</a></p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Mots-clés ﹟</h4>				</div>
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									Algorithme et transparence, open data, big data, intelligence artificielle.								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Version <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dd.png" alt="📝" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									V2.0								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Date de publication <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c5.png" alt="📅" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									12/07/2021								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Auteur.e(s) <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270d.png" alt="✍" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Estelle Cybula-Sornette, Sébastien Henriot								</div>
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			</item>
		<item>
		<title>Aux jardins Fleury</title>
		<link>https://www.reseaucerta.org/aux-jardins-fleury/</link>
					<comments>https://www.reseaucerta.org/aux-jardins-fleury/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Thu, 24 Jun 2021 14:24:30 +0000</pubDate>
				<category><![CDATA[Côté labo 🧪]]></category>
		<category><![CDATA[Première STMG]]></category>
		<category><![CDATA[Sciences de gestion et numérique]]></category>
		<category><![CDATA[automatisation]]></category>
		<category><![CDATA[calcul de coût.]]></category>
		<category><![CDATA[chabot]]></category>
		<category><![CDATA[diagramme des flux]]></category>
		<category><![CDATA[dialogueur]]></category>
		<category><![CDATA[données personnelles]]></category>
		<category><![CDATA[efficacité]]></category>
		<category><![CDATA[indicateurs commerciaux]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[performance]]></category>
		<category><![CDATA[processus]]></category>
		<category><![CDATA[réorganisation]]></category>
		<category><![CDATA[réseaux sociaux]]></category>
		<category><![CDATA[RGPD]]></category>
		<category><![CDATA[satisfaction client]]></category>
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					<description><![CDATA[Cette ressource permet aux élèves, placés dans le contexte d’une organisation, de découvrir les diverses contributions du numérique à l’agilité organisationnelle et faciliter l’émergence de l’intelligence collective. Idéalement les élèves doivent travailler sur un poste de travail, seuls ou en bi...]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="6216" class="elementor elementor-6216">
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					<h1 class="elementor-heading-title elementor-size-default">Aux jardins Fleury</h1>				</div>
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					<h4 class="elementor-heading-title elementor-size-default">Public concerné <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Classes de première Sciences et technologies du management et de la gestion (STMG)								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Matière <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4da.png" alt="📚" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Sciences de gestion et numérique								</div>
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									<p>Cette ressource permet aux élèves, placés dans le contexte d’une organisation, de découvrir les diverses contributions du numérique à l’agilité organisationnelle et faciliter l’émergence de l’intelligence collective.</p>

<p>Idéalement les élèves doivent travailler sur un poste de travail, seuls ou en binômes.</p>

<p><strong>Durées indicatives</strong></p>

<ul>
	<li>Partie 1&nbsp;: 30 mn</li>
	<li>Partie 2&nbsp;: 45 mn</li>
	<li>Partie 3&nbsp;: 15 mn</li>
	<li>Partie 4&nbsp;: 10 mn</li>
</ul>

<p>La ressource peut être utilisée de façon à découvrir les notions qui y sont abordées ou bien comme une première illustration dans la séquence pédagogique de l’enseignant.</p>

<p>La ressource applique les préconisations du programme à savoir l’articulation entre l’observation, l’analyse, la conceptualisation et l’interprétation au travers d’un cas d’organisation dont les besoins ont été simplifiés.</p>

<p>La mobilisation des outils et ressources d’environnements numériques sont indispensables dans ce thème où, particulièrement, les technologies sont au cœur des transformations.</p>

<p><strong>Aspects didactiques</strong></p>

<p>Si la plupart des questions peuvent être traitées individuellement par les élèves, certaines questions peuvent être traitées en binôme ou en groupe.</p>

<p>Le contexte peut être démarré grâce au dialogueur (<em>chatbot</em>) en ligne qui permettra de présenter le cas et d’une façon plus générale, les interactions possibles&nbsp;: http://bacstmg.fr/chatbot/ (l’élève doit préciser sa classe pour accéder au cas).</p>

<p>Comprendre les enjeux d’un outil par l’utilisation de celui-ci peut s’avérer plus efficace et davantage stimulant pour les élèves. Il est alors possible pour l’enseignant de récupérer les réponses de ses élèves. Il suffit que ce dernier l’accepte explicitement (validation via le dialogueur) et renseigne l’adresse courriel de son enseignant. Un courriel sera automatiquement envoyé en fin de parcours.</p>

<p>Afin de faciliter la compréhension, le terme de dialogueur sera utilisé alternativement avec son équivalent anglais de <em>chatbot</em> (que l’on retrouve dans les articles de presse et chez les prestataires). On trouve également l’expression «&nbsp;agent conversationnel&nbsp;» qui permet d’induire l’idée d’intelligence artificielle sous-jacente.</p>
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									<div><strong>Thème 2</strong> : Numérique et intelligence collective</div><div><strong>Question de gestion : </strong>Comment le partage de l’information contribue- t-il à l’émergence d’une « intelligence collective » ?</div><div><strong>Notions :</strong></div><div>Applications et usages du numérique dans les organisations : e-communication, partage de l’information, collaboration, communautés en ligne et réseaux sociaux.</div><div>Intelligence artificielle et automatisation de tâches organisationnelles.</div><div><div><strong>Question de gestion : </strong>Le numérique crée- t-il de l’agilité ou de la rigidité organisationnelle ?</div></div><div><div><strong>Notions :</strong> Processus : nature et représentation.</div><p> </p></div>								</div>
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									<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Aux jardins Fleury &#8211; v6.docx</strong><br />Fichier libre &#8211; <a href="/wp-content/uploads/laboratoires/Aux jardins Fleury - v6.docx" target="_blank" rel="noopener">Télécharger</a> (599.77 KB)</p><p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f310.png" alt="🌐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Publication originale sur Eduscol</strong><br /><a href="https://eduscol.education.fr/document/7790/download" target="_blank" rel="noopener">https://eduscol.education.fr/document/7790/download</a></p>								</div>
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									chabot, dialogueur, intelligence artificielle, automatisation, processus, diagramme des flux, réorganisation, satisfaction client, efficacité, performance, indicateurs commerciaux, réseaux sociaux, données personnelles, RGPD, calcul de coût.								</div>
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									V1.0								</div>
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									24/06/2021								</div>
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									Sébastien HENRIOT								</div>
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		<title>Repère notionnel portant sur la notion d’intelligence artificielle</title>
		<link>https://www.reseaucerta.org/repre-notionnel-portant-sur-la-notion-dintelligence-artificielle/</link>
					<comments>https://www.reseaucerta.org/repre-notionnel-portant-sur-la-notion-dintelligence-artificielle/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Mon, 28 Sep 2020 19:16:46 +0000</pubDate>
				<category><![CDATA[Didactique 📖]]></category>
		<category><![CDATA[Management, sciences de gestion et numérique]]></category>
		<category><![CDATA[Terminale STMG]]></category>
		<category><![CDATA[algorithmes]]></category>
		<category><![CDATA[apprentissage automatique]]></category>
		<category><![CDATA[automatisation]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[transparence]]></category>
		<guid isPermaLink="false">https://www.reseaucerta.org/?p=5002</guid>

					<description><![CDATA[Cette infographie a pour objet que tout professeur, quelle que soit son option et son expérience, puisse prendre en charge l’enseignement commun.]]></description>
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					<h1 class="elementor-heading-title elementor-size-default">Repère notionnel portant sur la notion d’intelligence artificielle</h1>				</div>
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									Terminale STMG								</div>
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									Management, sciences de gestion et numérique								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Présentation <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4cb.png" alt="📋" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Cette infographie a pour objet que tout professeur, quelle que soit son option et son expérience, puisse prendre en charge l’enseignement commun.</p>
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					<h4 class="elementor-heading-title elementor-size-default">Prérequis <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26a1.png" alt="⚡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									SdGN (classe de première) Thème 2 – Numérique et intelligence collective								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Savoirs <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p><strong>Enseignement commun</strong><br />
<strong>Thème 1&nbsp;</strong>: Les organisations et l’activité de production de biens et de services<br />
<strong>Question de gestion 1.4.</strong> Les transformations numériques, une chance pour la production&nbsp;?<br />
<strong>Indications complémentaires</strong>&nbsp;: Des algorithmes permettent l’exploitation de données. L’apprentissage automatique (intelligence artificielle) permet d’améliorer leurs performances jusqu’à résoudre des questions ou accomplir des tâches pour lesquelles ils n’ont pas été conçus a priori. Cela permet de prévoir ou de simuler le comportement d’un équipement (utile pour sa maintenance par exemple), voire un comportement humain en donnant une possibilité de personnalisation de l’offre de services ou de produits.</p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Compétences <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4aa.png" alt="💪" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Décrire l’apport de l’intégration des nouvelles technologies aux relations entre l’organisation, ses clients ou ses usagers.</p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Transversalité <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f517.png" alt="🔗" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>L’infographie présentée permet le possible itinéraire de questionnement suivant<br />
<strong>Thème 3</strong>&nbsp;: Les organisations et la société<br />
<strong>Question de gestion 3.1.</strong> Les organisations peuvent-elles s’affranchir des questions de société&nbsp;? (éthique)<br />
<strong>Question de gestion 3.3.</strong> Les transformations numériques, de nouvelles responsabilités pour les organisations&nbsp;?<br />
<strong>Enseignement spécifique de SIG&nbsp;: 3.2.</strong> La résolution de tous les problèmes de gestion est-elle automatisable&nbsp;? =&gt; Capacité à apprécier les apports de l’intelligence artificielle dans le traitement des données.</p>								</div>
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									<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> repereNotionnelIA.docx</strong><br>Fichier libre &#8211; <a href="/wp-content/uploads/didactique/repereNotionnelIA.docx" target="_blank">Télécharger</a> (1.21 MB)</p><p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> IA.jpg</strong><br>Fichier libre &#8211; <a href="/wp-content/uploads/didactique/IA.jpg" target="_blank">Télécharger</a> (1.67 MB)</p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Mots-clés ﹟</h4>				</div>
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									intelligence artificielle, algorithmes, automatisation, apprentissage automatique, transparence, machine learning, deep learning								</div>
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									V1.0								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Date de publication <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c5.png" alt="📅" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									28/09/2020								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Auteur.e(s) <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270d.png" alt="✍" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Sébastien Henriot								</div>
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		]]></content:encoded>
					
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		<item>
		<title>Gestion de contenu et big data</title>
		<link>https://www.reseaucerta.org/gestion-de-contenu-et-big-data/</link>
					<comments>https://www.reseaucerta.org/gestion-de-contenu-et-big-data/#respond</comments>
		
		<dc:creator><![CDATA[Administrateur Certa]]></dc:creator>
		<pubDate>Tue, 01 Sep 2020 17:34:24 +0000</pubDate>
				<category><![CDATA[Côté cours 🧑‍🏫]]></category>
		<category><![CDATA[Management, sciences de gestion et numérique]]></category>
		<category><![CDATA[Terminale STMG]]></category>
		<category><![CDATA[big data]]></category>
		<category><![CDATA[dématérialisation]]></category>
		<category><![CDATA[données massives]]></category>
		<category><![CDATA[fake news.]]></category>
		<category><![CDATA[gestion de contenu documentaire]]></category>
		<category><![CDATA[indexation]]></category>
		<category><![CDATA[intelligence artificielle]]></category>
		<category><![CDATA[lacs de données]]></category>
		<category><![CDATA[métadonnée]]></category>
		<category><![CDATA[Numérisation]]></category>
		<category><![CDATA[structuration]]></category>
		<category><![CDATA[structuration de contenu documentaire]]></category>
		<guid isPermaLink="false">https://www.reseaucerta.org/?p=4005</guid>

					<description><![CDATA[A travers la multitude de documents gérés et mis à la disposition par la Bibliothèque nationale de France, comprendre les enjeux de la gestion des données de masse.]]></description>
										<content:encoded><![CDATA[		<div data-elementor-type="wp-post" data-elementor-id="4005" class="elementor elementor-4005">
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					<h1 class="elementor-heading-title elementor-size-default">Comprendre la gestion de contenu de masse.</h1>				</div>
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					<h4 class="elementor-heading-title elementor-size-default">Intitulé court <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dd.png" alt="📝" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Gestion de contenu et big data								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Public concerné <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Terminale STMG								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Matière <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4da.png" alt="📚" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Management, sciences de gestion et numérique								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Présentation <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4cb.png" alt="📋" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>A travers la multitude de documents gérés et mis à la disposition par la Bibliothèque nationale de France, comprendre les enjeux de la gestion des données de masse.</p>
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					<h4 class="elementor-heading-title elementor-size-default">Prérequis <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26a1.png" alt="⚡" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Première STMG : Sciences de gestion et numérique Thème 2 : Numérique et intelligence collective Q2.1 : En quoi les technologies transforment-elles l&#039;information en ressource ?								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Savoirs <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f393.png" alt="🎓" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p>Gestion de contenu et données massives.</p>
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					<h4 class="elementor-heading-title elementor-size-default">Compétences <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4aa.png" alt="💪" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p><strong>Terminale STMG : management des sciences de gestion et numérique</strong><br />
Thème 1 : Les organisations et l&rsquo;activité de production de biens et de services<br />
Q1.1 Quels produits et quels services pour quels besoins ?<br />
Q1.4 : Les transformations numériques, une chance pour la production ?</p>

<p><strong>Terminale STMG : enseignement spécifique de SIG</strong><br />
Thème 3 : information, action et décision<br />
Q3.1&nbsp;: Comment peut-on produire de l&rsquo;information à partir de données ?<br />
Thème 4 : système d&rsquo;information et échange<br />
Q4.1 : La standardisation facilite-t-elle la circulation des informations ?</p>

<p><strong>Terminale STMG : enseignement spécifique de Mercatique</strong><br />
Thème 3 : La communication de l’offre<br />
Q3.2 Comment enrichir la relation client grâce au numérique ?</p>
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					<h4 class="elementor-heading-title elementor-size-default">Téléchargements <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4e5.png" alt="📥" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									<p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Gestion de contenus et Bigdata &#8211; STMG MSGN &#8211; SIG_eleve.doc</strong><br>Fichier libre &#8211; <a href="/wp-content/uploads/cours/Gestion de contenus et Bigdata - STMG MSGN - SIG_eleve.doc" target="_blank">Télécharger</a> (592 KB)</p><p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4ce.png" alt="📎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Gestion de contenus et Bigdata &#8211; STMG MSGN &#8211; SIG_eleve.zip</strong><br>Fichier libre &#8211; <a href="/wp-content/uploads/cours/Gestion de contenus et Bigdata - STMG MSGN - SIG_eleve.zip" target="_blank">Télécharger</a> (1.61 MB)</p><p><strong><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2705.png" alt="✅" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Gestion de contenus et Bigdata &#8211; STMG MSGN &#8211; SIG _prof.doc</strong><br>Corrigé disponible &#8211; <a href="/wp-content/uploads/cours/private/Gestion de contenus et Bigdata - STMG MSGN - SIG _prof.doc" target="_blank">Télécharger</a></p>								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Mots-clés ﹟</h4>				</div>
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									Numérisation, structuration, indexation, gestion de contenu documentaire, structuration de contenu documentaire, dématérialisation, métadonnée, données massives, big data, lacs de données, intelligence artificielle, fake news.								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Version <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4dd.png" alt="📝" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									V1.1								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Date de publication <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c5.png" alt="📅" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									01/09/2020								</div>
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					<h4 class="elementor-heading-title elementor-size-default">Auteur.e(s) <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270d.png" alt="✍" class="wp-smiley" style="height: 1em; max-height: 1em;" /></h4>				</div>
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									Estelle Cybula-Sornette								</div>
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