[{"command":"insert","method":null,"selector":".course-modal-ajax-placeholder-953484","data":"\u003Cdiv class=\u0022container content-rte\u0022\u003E\n  \u003Cdiv class=\u0022row\u0022\u003E\n    \u003Cdiv class=\u0022box col-md-6 bg-primary text-white\u0022\u003E\n      \u003Ch2 class=\u0022h1 text-left\u0022\u003E  IA et outils d\u0026#039;aide \u00e0 la d\u00e9cision\n\u003C\/h2\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EECTS :\n          2\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ESemester:\n          Semestre 1\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n            \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ED\u00e9tail du volume horaire\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                          \u003Cspan class=\u0022field__label h4 mt-5 \u0022\u003ELecture:\u003C\/span\u003E\n                                      \u003Cspan\u003E15\u003C\/span\u003E\n                      \u003C\/div\u003E\n                                              \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                          \u003Cspan class=\u0022field__label h4 mt-5 \u0022\u003EDirected study:\u003C\/span\u003E\n                                      \u003Cspan\u003E5\u003C\/span\u003E\n                      \u003C\/div\u003E\n                                                            \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ELangue d\u0026#039;enseignement\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EFran\u00e7ais\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EEnseignement \u00e0 distance\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003Enon\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n    \u003Cdiv class=\u0022box col-md-6\u0022\u003E\n            \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EPr\u00e9requis\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EConnaissance en management des achats et de la logistique\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EProgramme \/ plan \/ contenus\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003ECe module aborde les fondamentaux pour structurer un probl\u00e8me d\u00e9cisionnel (crit\u00e8res, contraintes, sc\u00e9narios) et introduit des outils IA\/analytics utiles en achats \u0026amp; logistique : pr\u00e9vision de demande, scoring fournisseurs, d\u00e9tection d\u2019anomalies factures, allocation de budgets, niveaux de stocks. On insiste sur la qualit\u00e9 de donn\u00e9es, l\u2019interpr\u00e9tabilit\u00e9, la gouvernance (droits d\u2019usage, conformit\u00e9), et la mesure d\u2019impact.\u003C\/p\u003E\n\u003Cp\u003EContenu :\u0026nbsp;\u003C\/p\u003E\n\u003Cp\u003E1. \u0026nbsp;Cadre d\u00e9cisionnel : formuler un probl\u00e8me : objectifs, crit\u00e8res, alternatives, contraintes ; biais cognitifs ; visualisation ;\u0026nbsp;\u003Cbr\u003E\n2. \u0026nbsp;Aide multicrit\u00e8res : familles de m\u00e9thodes ; robustesse \u0026amp; sensibilit\u00e9 ; cas \u00ab make or buy \u00bb, choix de fournisseur, s\u00e9lection d\u2019outil ;\u0026nbsp;\u003Cbr\u003E\n3. \u0026nbsp;Notions d\u2019IA\/analytics applicables ;\u0026nbsp;\u003Cbr\u003E\n4. \u0026nbsp;Donn\u00e9es \u0026amp; gouvernance : qualit\u00e9, MDM, tra\u00e7abilit\u00e9, RGPD, risques \u00e9thiques ; boucle de valeur data \u2192 d\u00e9cision \u2192 impact ;\u0026nbsp;\u003Cbr\u003E\n5. \u0026nbsp;IA g\u00e9n\u00e9rative \u0026amp; achats\/supply.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EObjectifs d\u0026#039;apprentissage\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EStructurer un dossier d\u2019aide \u00e0 la d\u00e9cision avec crit\u00e8res, pond\u00e9rations et analyse de sensibilit\u00e9 ;\u0026nbsp;\u003Cbr\u003E\nExpliquer les principes d\u2019un mod\u00e8le simple (pr\u00e9vision, scoring, anomalies) et ses limites ;\u0026nbsp;\u003Cbr\u003E\nConcevoir un PDM (plan de donn\u00e9es minimum) et des r\u00e8gles de gouvernance pour un cas d\u2019usage IA achats\/logistique.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EOrganisation g\u00e9n\u00e9rale et modalit\u00e9s p\u00e9dagogiques\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003ELe module est organis\u00e9 autour de s\u00e9quences d\u0027apports th\u00e9oriques et conceptuels, et de s\u00e9quences d\u0027\u00e9tudes de cas et de travaux collectifs.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n                \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EComp\u00e9tences\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EMod\u00e9lisation d\u00e9cisionnelle et multicrit\u00e8re \u0026nbsp;;\u0026nbsp;\u003Cbr\u003E\nCulture data\/IA orient\u00e9e achats \u0026amp; supply \u0026nbsp;;\u0026nbsp;\u003Cbr\u003E\nGouvernance et conformit\u00e9 des donn\u00e9es ;\u0026nbsp;\u003Cbr\u003E\n\u0026nbsp;\u00c9valuation d\u2019impact et restitution manag\u00e9riale.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EBibliographie\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EDejoux, C. (2025). Manager avec l\u2019IA g\u00e9n\u00e9rative, Dunod\u003Cbr\u003E\nPerrot, A., \u0026amp; Villemus, P. (2022). La Bo\u00eete \u00e0 outils de la Supply Chain, Paris : Dunod ;\u0026nbsp;\u003Cbr\u003E\nProvost, F., \u0026amp; Fawcett, T. (2020). Data science pour l\u2019entreprise : principes fondamentaux pour d\u00e9velopper son activit\u00e9, Eyrolles ;\u0026nbsp;\u003Cbr\u003E\nHA Lab \/ achatpublic.info. (2024). Livre blanc : L\u2019intelligence artificielle pour les Achats.\u003Cbr\u003E\nRoy, B., \u0026amp; Bouyssou, D., Aide multicrit\u00e8re \u00e0 la d\u00e9cision.\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ENature de l\u0026#039;\u00e9valuation\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EEvaluation Continue Int\u00e9grale\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n  \u003C\/div\u003E\n\u003C\/div\u003E\n","settings":null}]