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position","\u002Fsnt-2nde\u002Fse-localisation-cartographie\u002Fconfidentialite-position","0.snt-2nde\u002Fse-localisation-cartographie\u002F5.confidentialite-position",{"title":145,"path":146,"stem":147,"children":148},"Informatique embarquée et objets connectés","\u002Fsnt-2nde\u002Fsf-info-embarquee","0.snt-2nde\u002Fsf-info-embarquee\u002F0.index",[149,150,154,158],{"title":145,"path":146,"stem":147},{"title":151,"path":152,"stem":153},"Systèmes informatiques embarqués","\u002Fsnt-2nde\u002Fsf-info-embarquee\u002Fsystemes-embarques","0.snt-2nde\u002Fsf-info-embarquee\u002F1.systemes-embarques",{"title":155,"path":156,"stem":157},"Capteurs et actionneurs","\u002Fsnt-2nde\u002Fsf-info-embarquee\u002Fcapteurs-actionneurs","0.snt-2nde\u002Fsf-info-embarquee\u002F2.capteurs-actionneurs",{"title":159,"path":160,"stem":161},"IHM et objets connectés","\u002Fsnt-2nde\u002Fsf-info-embarquee\u002Fihm-objet-connecte","0.snt-2nde\u002Fsf-info-embarquee\u002F3.ihm-objet-connecte",{"title":163,"path":164,"stem":165,"children":166},"Photographie numérique","\u002Fsnt-2nde\u002Fsg-photo-numerique","0.snt-2nde\u002Fsg-photo-numerique\u002F0.index",[167,168,172,176,180],{"title":163,"path":164,"stem":165},{"title":169,"path":170,"stem":171},"Photosites, pixels et résolution","\u002Fsnt-2nde\u002Fsg-photo-numerique\u002Fpixels-resolution","0.snt-2nde\u002Fsg-photo-numerique\u002F1.pixels-resolution",{"title":173,"path":174,"stem":175},"Les algorithmes de l'appareil photo","\u002Fsnt-2nde\u002Fsg-photo-numerique\u002Falgorithmes-photo","0.snt-2nde\u002Fsg-photo-numerique\u002F2.algorithmes-photo",{"title":177,"path":178,"stem":179},"Les métadonnées EXIF","\u002Fsnt-2nde\u002Fsg-photo-numerique\u002Fmetadonnees-exif","0.snt-2nde\u002Fsg-photo-numerique\u002F3.metadonnees-exif",{"title":181,"path":182,"stem":183},"Traiter une image en Python","\u002Fsnt-2nde\u002Fsg-photo-numerique\u002Ftraitement-rgb","0.snt-2nde\u002Fsg-photo-numerique\u002F4.traitement-rgb",{"title":185,"path":186,"stem":187,"children":188},"Notions transversales de programmation","\u002Fsnt-2nde\u002Fsh-prog-notions","0.snt-2nde\u002Fsh-prog-notions\u002F0.index",[189,190,194,198,202],{"title":185,"path":186,"stem":187},{"title":191,"path":192,"stem":193},"Séquences d'instructions et variables","\u002Fsnt-2nde\u002Fsh-prog-notions\u002Fsequences-affectations","0.snt-2nde\u002Fsh-prog-notions\u002F1.sequences-affectations",{"title":195,"path":196,"stem":197},"Instructions conditionnelles","\u002Fsnt-2nde\u002Fsh-prog-notions\u002Fconditionnelles","0.snt-2nde\u002Fsh-prog-notions\u002F2.conditionnelles",{"title":199,"path":200,"stem":201},"Boucles bornées et non bornées","\u002Fsnt-2nde\u002Fsh-prog-notions\u002Fboucles","0.snt-2nde\u002Fsh-prog-notions\u002F3.boucles",{"title":203,"path":204,"stem":205},"Définitions et appels de fonctions","\u002Fsnt-2nde\u002Fsh-prog-notions\u002Ffonctions","0.snt-2nde\u002Fsh-prog-notions\u002F4.fonctions",{"title":207,"path":208,"stem":209,"children":210},"Démo des widgets MDC","\u002Fsnt-2nde\u002Fzz-demo-widgets","0.snt-2nde\u002Fzz-demo-widgets\u002F0.index",[211,212,216,220],{"title":207,"path":208,"stem":209},{"title":213,"path":214,"stem":215},"Démo statique — callouts, code, BO, illustration","\u002Fsnt-2nde\u002Fzz-demo-widgets\u002Fstatique","0.snt-2nde\u002Fzz-demo-widgets\u002F1.statique",{"title":217,"path":218,"stem":219},"Démo interactive — self-eval et python-snippet","\u002Fsnt-2nde\u002Fzz-demo-widgets\u002Finteractif","0.snt-2nde\u002Fzz-demo-widgets\u002F2.interactif",{"title":221,"path":222,"stem":223},"Démo · 14 widgets de manipulation NSI","\u002Fsnt-2nde\u002Fzz-demo-widgets\u002Fwidgets-manipulation","0.snt-2nde\u002Fzz-demo-widgets\u002F3.widgets-manipulation",{"title":225,"path":226,"stem":227,"children":228},"NSI — Première","\u002Fnsi-1ere","1.nsi-1ere\u002F0.index",[229,230,234,256,282,304,328,354,380,410],{"title":225,"path":226,"stem":227},{"title":231,"path":232,"stem":233},"Relecture pédagogique — 8 chapitres NSI 1ère (PA → PH)","\u002Fnsi-1ere\u002Freview","1.nsi-1ere\u002FREVIEW",{"title":235,"path":236,"stem":237,"children":238},"Histoire de l'informatique","\u002Fnsi-1ere\u002Fpa-histoire-info","1.nsi-1ere\u002Fpa-histoire-info\u002F0.index",[239,240,244,248,252],{"title":235,"path":236,"stem":237},{"title":241,"path":242,"stem":243},"De la préantiquité aux machines à calculer","\u002Fnsi-1ere\u002Fpa-histoire-info\u002Fpreantiquite-aux-machines","1.nsi-1ere\u002Fpa-histoire-info\u002F1.preantiquite-aux-machines",{"title":245,"path":246,"stem":247},"La machine universelle (1930-1950)","\u002Fnsi-1ere\u002Fpa-histoire-info\u002Fmachine-universelle","1.nsi-1ere\u002Fpa-histoire-info\u002F2.machine-universelle",{"title":249,"path":250,"stem":251},"Les ordinateurs modernes 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deux","\u002Fnsi-1ere\u002Fpb-types-valeurs\u002Fentiers-relatifs","1.nsi-1ere\u002Fpb-types-valeurs\u002F2.entiers-relatifs",{"title":271,"path":272,"stem":273},"Nombres flottants et virgule flottante","\u002Fnsi-1ere\u002Fpb-types-valeurs\u002Fflottants","1.nsi-1ere\u002Fpb-types-valeurs\u002F3.flottants",{"title":275,"path":276,"stem":277},"Textes et encodages — ASCII, ISO-8859-1, Unicode","\u002Fnsi-1ere\u002Fpb-types-valeurs\u002Ftextes-encodages","1.nsi-1ere\u002Fpb-types-valeurs\u002F4.textes-encodages",{"title":279,"path":280,"stem":281},"Valeurs booléennes et opérateurs logiques","\u002Fnsi-1ere\u002Fpb-types-valeurs\u002Fbooleens","1.nsi-1ere\u002Fpb-types-valeurs\u002F5.booleens",{"title":283,"path":284,"stem":285,"children":286},"Représentation des données : types construits","\u002Fnsi-1ere\u002Fpc-types-construits","1.nsi-1ere\u002Fpc-types-construits\u002F0.index",[287,288,292,296,300],{"title":283,"path":284,"stem":285},{"title":289,"path":290,"stem":291},"Tableaux et listes","\u002Fnsi-1ere\u002Fpc-types-construits\u002Ftableaux-listes","1.nsi-1ere\u002Fpc-types-construits\u002F1.tableaux-listes",{"title":293,"path":294,"stem":295},"Listes en compréhension","\u002Fnsi-1ere\u002Fpc-types-construits\u002Fcomprehension","1.nsi-1ere\u002Fpc-types-construits\u002F2.comprehension",{"title":297,"path":298,"stem":299},"Tuples et p-uplets nommés","\u002Fnsi-1ere\u002Fpc-types-construits\u002Ftuples","1.nsi-1ere\u002Fpc-types-construits\u002F3.tuples",{"title":301,"path":302,"stem":303},"Dictionnaires","\u002Fnsi-1ere\u002Fpc-types-construits\u002Fdictionnaires","1.nsi-1ere\u002Fpc-types-construits\u002F4.dictionnaires",{"title":305,"path":306,"stem":307,"children":308},"Traitement de données en tables","\u002Fnsi-1ere\u002Fpd-tables-donnees","1.nsi-1ere\u002Fpd-tables-donnees\u002F0.index",[309,310,314,318,322],{"title":305,"path":306,"stem":307},{"title":311,"path":312,"stem":313},"Tables et CSV","\u002Fnsi-1ere\u002Fpd-tables-donnees\u002Ftables-csv","1.nsi-1ere\u002Fpd-tables-donnees\u002F1.tables-csv",{"title":315,"path":316,"stem":317},"Recherche et filtrage","\u002Fnsi-1ere\u002Fpd-tables-donnees\u002Frecherche","1.nsi-1ere\u002Fpd-tables-donnees\u002F2.recherche",{"title":319,"path":320,"stem":321},"Trier une table","\u002Fnsi-1ere\u002Fpd-tables-donnees\u002Ftri","1.nsi-1ere\u002Fpd-tables-donnees\u002F3.tri",{"title":323,"path":324,"stem":325,"children":326},"Fusion et indexation","\u002Fnsi-1ere\u002Fpd-tables-donnees\u002Ffusion-indexation","1.nsi-1ere\u002Fpd-tables-donnees\u002F4.fusion-indexation",[327],{"title":323,"path":324,"stem":325},{"title":329,"path":330,"stem":331,"children":332},"IHM sur le Web","\u002Fnsi-1ere\u002Fpe-ihm-web","1.nsi-1ere\u002Fpe-ihm-web\u002F0.index",[333,334,338,342,346,350],{"title":329,"path":330,"stem":331},{"title":335,"path":336,"stem":337},"HTML et CSS — rappel de structure","\u002Fnsi-1ere\u002Fpe-ihm-web\u002Fhtml-css-bases","1.nsi-1ere\u002Fpe-ihm-web\u002F1.html-css-bases",{"title":339,"path":340,"stem":341},"Formulaires HTML","\u002Fnsi-1ere\u002Fpe-ihm-web\u002Fformulaires","1.nsi-1ere\u002Fpe-ihm-web\u002F2.formulaires",{"title":343,"path":344,"stem":345},"Événements JavaScript","\u002Fnsi-1ere\u002Fpe-ihm-web\u002Fevenements-js","1.nsi-1ere\u002Fpe-ihm-web\u002F3.evenements-js",{"title":347,"path":348,"stem":349},"Manipulation du DOM","\u002Fnsi-1ere\u002Fpe-ihm-web\u002Fdom-interaction","1.nsi-1ere\u002Fpe-ihm-web\u002F4.dom-interaction",{"title":351,"path":352,"stem":353},"Client, serveur et HTTP","\u002Fnsi-1ere\u002Fpe-ihm-web\u002Fclient-serveur-http","1.nsi-1ere\u002Fpe-ihm-web\u002F5.client-serveur-http",{"title":355,"path":356,"stem":357,"children":358},"Architectures matérielles et systèmes d'exploitation","\u002Fnsi-1ere\u002Fpf-archi-os","1.nsi-1ere\u002Fpf-archi-os\u002F0.index",[359,360,364,368,372,376],{"title":355,"path":356,"stem":357},{"title":361,"path":362,"stem":363},"Le modèle de von Neumann","\u002Fnsi-1ere\u002Fpf-archi-os\u002Fvon-neumann","1.nsi-1ere\u002Fpf-archi-os\u002F1.von-neumann",{"title":365,"path":366,"stem":367},"Périphériques et interface homme-machine","\u002Fnsi-1ere\u002Fpf-archi-os\u002Fperipheriques-ihm","1.nsi-1ere\u002Fpf-archi-os\u002F2.peripheriques-ihm",{"title":369,"path":370,"stem":371},"Les systèmes d'exploitation","\u002Fnsi-1ere\u002Fpf-archi-os\u002Fsystemes-exploitation","1.nsi-1ere\u002Fpf-archi-os\u002F3.systemes-exploitation",{"title":373,"path":374,"stem":375},"Linux et le shell","\u002Fnsi-1ere\u002Fpf-archi-os\u002Flinux-shell","1.nsi-1ere\u002Fpf-archi-os\u002F4.linux-shell",{"title":377,"path":378,"stem":379},"Réseaux et protocoles","\u002Fnsi-1ere\u002Fpf-archi-os\u002Freseaux","1.nsi-1ere\u002Fpf-archi-os\u002F5.reseaux",{"title":381,"path":382,"stem":383,"children":384},"Langages et programmation","\u002Fnsi-1ere\u002Fpg-langages-prog","1.nsi-1ere\u002Fpg-langages-prog\u002F0.index",[385,386,390,394,398,402,406],{"title":381,"path":382,"stem":383},{"title":387,"path":388,"stem":389},"Diversité et unité des langages de programmation","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Fdiversite-langages","1.nsi-1ere\u002Fpg-langages-prog\u002F1.diversite-langages",{"title":391,"path":392,"stem":393},"Constructions élémentaires","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Fconstructions-elementaires","1.nsi-1ere\u002Fpg-langages-prog\u002F2.constructions-elementaires",{"title":395,"path":396,"stem":397},"Fonctions","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Ffonctions","1.nsi-1ere\u002Fpg-langages-prog\u002F3.fonctions",{"title":399,"path":400,"stem":401},"Spécification d'une fonction","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Fspecification","1.nsi-1ere\u002Fpg-langages-prog\u002F4.specification",{"title":403,"path":404,"stem":405},"Mise au point des programmes","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Fmise-au-point","1.nsi-1ere\u002Fpg-langages-prog\u002F5.mise-au-point",{"title":407,"path":408,"stem":409},"Utilisation de bibliothèques","\u002Fnsi-1ere\u002Fpg-langages-prog\u002Fbibliotheques","1.nsi-1ere\u002Fpg-langages-prog\u002F6.bibliotheques",{"title":411,"path":412,"stem":413,"children":414},"Algorithmique","\u002Fnsi-1ere\u002Fph-algorithmique","1.nsi-1ere\u002Fph-algorithmique\u002F0.index",[415,416,420,424,428,432,436],{"title":411,"path":412,"stem":413},{"title":417,"path":418,"stem":419},"Parcours séquentiel d'un tableau","\u002Fnsi-1ere\u002Fph-algorithmique\u002Fparcours-sequentiel","1.nsi-1ere\u002Fph-algorithmique\u002F1.parcours-sequentiel",{"title":421,"path":422,"stem":423},"Bases de la complexité","\u002Fnsi-1ere\u002Fph-algorithmique\u002Fcomplexite-bases","1.nsi-1ere\u002Fph-algorithmique\u002F2.complexite-bases",{"title":425,"path":426,"stem":427},"Tris par sélection et par insertion","\u002Fnsi-1ere\u002Fph-algorithmique\u002Ftris","1.nsi-1ere\u002Fph-algorithmique\u002F3.tris",{"title":429,"path":430,"stem":431},"Recherche dichotomique","\u002Fnsi-1ere\u002Fph-algorithmique\u002Fdichotomie","1.nsi-1ere\u002Fph-algorithmique\u002F4.dichotomie",{"title":433,"path":434,"stem":435},"Algorithmes gloutons","\u002Fnsi-1ere\u002Fph-algorithmique\u002Fgloutons","1.nsi-1ere\u002Fph-algorithmique\u002F5.gloutons",{"title":437,"path":438,"stem":439},"Les k plus proches voisins (k-NN)","\u002Fnsi-1ere\u002Fph-algorithmique\u002Fknn","1.nsi-1ere\u002Fph-algorithmique\u002F6.knn",{"title":441,"path":442,"stem":443,"children":444},"NSI — Terminale","\u002Fnsi-tale","2.nsi-tale\u002F0.index",[445,446,450,476,498,536,560],{"title":441,"path":442,"stem":443},{"title":447,"path":448,"stem":449},"Review pédagogique — chapitres NSI Terminale (TA, TB, TC, TD, TE)","\u002Fnsi-tale\u002Freview","2.nsi-tale\u002FREVIEW",{"title":451,"path":452,"stem":453,"children":454},"Structures de données","\u002Fnsi-tale\u002Fta-structures-donnees","2.nsi-tale\u002Fta-structures-donnees\u002F0.index",[455,456,460,464,468,472],{"title":451,"path":452,"stem":453},{"title":457,"path":458,"stem":459},"Objet, classe, interface","\u002Fnsi-tale\u002Fta-structures-donnees\u002Finterface-implementation","2.nsi-tale\u002Fta-structures-donnees\u002F1.interface-implementation",{"title":461,"path":462,"stem":463},"Implémenter une structure — l'exemple de la file FIFO","\u002Fnsi-tale\u002Fta-structures-donnees\u002Fimplementer-une-structure","2.nsi-tale\u002Fta-structures-donnees\u002F2.implementer-une-structure",{"title":465,"path":466,"stem":467},"Listes, piles, files, dictionnaires","\u002Fnsi-tale\u002Fta-structures-donnees\u002Flistes-piles-files-dict","2.nsi-tale\u002Fta-structures-donnees\u002F3.listes-piles-files-dict",{"title":469,"path":470,"stem":471},"Arbres binaires","\u002Fnsi-tale\u002Fta-structures-donnees\u002Farbres-binaires","2.nsi-tale\u002Fta-structures-donnees\u002F4.arbres-binaires",{"title":473,"path":474,"stem":475},"Graphes","\u002Fnsi-tale\u002Fta-structures-donnees\u002Fgraphes","2.nsi-tale\u002Fta-structures-donnees\u002F5.graphes",{"title":477,"path":478,"stem":479,"children":480},"Bases de données","\u002Fnsi-tale\u002Ftb-bases-de-donnees","2.nsi-tale\u002Ftb-bases-de-donnees\u002F0.index",[481,482,486,490,494],{"title":477,"path":478,"stem":479},{"title":483,"path":484,"stem":485},"Le modèle relationnel","\u002Fnsi-tale\u002Ftb-bases-de-donnees\u002Fmodele-relationnel","2.nsi-tale\u002Ftb-bases-de-donnees\u002F1.modele-relationnel",{"title":487,"path":488,"stem":489},"Bases de données relationnelles et anomalies de schéma","\u002Fnsi-tale\u002Ftb-bases-de-donnees\u002Fbase-relationnelle","2.nsi-tale\u002Ftb-bases-de-donnees\u002F2.base-relationnelle",{"title":491,"path":492,"stem":493},"Le langage SQL","\u002Fnsi-tale\u002Ftb-bases-de-donnees\u002Fsql","2.nsi-tale\u002Ftb-bases-de-donnees\u002F3.sql",{"title":495,"path":496,"stem":497},"Les systèmes de gestion de bases de données","\u002Fnsi-tale\u002Ftb-bases-de-donnees\u002Fsgbd","2.nsi-tale\u002Ftb-bases-de-donnees\u002F4.sgbd",{"title":499,"path":500,"stem":501,"children":502},"Architectures matérielles, systèmes d'exploitation et réseaux","\u002Fnsi-tale\u002Ftc-archi-os-reseaux","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F0.index",[503,504,508,512,516,520,524,528,532],{"title":499,"path":500,"stem":501},{"title":505,"path":506,"stem":507},"Le système sur puce (SoC)","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fsysteme-sur-puce","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F1.systeme-sur-puce",{"title":509,"path":510,"stem":511},"Processus et ordonnancement par l'OS","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fprocessus-os","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F2.processus-os",{"title":513,"path":514,"stem":515},"L'interblocage (deadlock)","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Finterblocage","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F3.interblocage",{"title":517,"path":518,"stem":519},"Principes du routage","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Froutage-principes","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F4.routage-principes",{"title":521,"path":522,"stem":523},"Protocoles de routage RIP et OSPF","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fprotocoles-rip-ospf","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F5.protocoles-rip-ospf",{"title":525,"path":526,"stem":527},"Chiffrement symétrique","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fchiffrement-symetrique","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F6.chiffrement-symetrique",{"title":529,"path":530,"stem":531},"Chiffrement asymétrique","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fchiffrement-asymetrique","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F7.chiffrement-asymetrique",{"title":533,"path":534,"stem":535},"HTTPS — l'échange de clé symétrique","\u002Fnsi-tale\u002Ftc-archi-os-reseaux\u002Fhttps-tls","2.nsi-tale\u002Ftc-archi-os-reseaux\u002F8.https-tls",{"title":381,"path":537,"stem":538,"children":539},"\u002Fnsi-tale\u002Ftd-langages-prog","2.nsi-tale\u002Ftd-langages-prog\u002F0.index",[540,541,544,548,552,556],{"title":381,"path":537,"stem":538},{"title":403,"path":542,"stem":543},"\u002Fnsi-tale\u002Ftd-langages-prog\u002Fmise-au-point","2.nsi-tale\u002Ftd-langages-prog\u002F1.mise-au-point",{"title":545,"path":546,"stem":547},"Modularité","\u002Fnsi-tale\u002Ftd-langages-prog\u002Fmodularite","2.nsi-tale\u002Ftd-langages-prog\u002F2.modularite",{"title":549,"path":550,"stem":551},"Récursivité","\u002Fnsi-tale\u002Ftd-langages-prog\u002Frecursivite","2.nsi-tale\u002Ftd-langages-prog\u002F3.recursivite",{"title":553,"path":554,"stem":555},"Paradigmes de programmation","\u002Fnsi-tale\u002Ftd-langages-prog\u002Fparadigmes","2.nsi-tale\u002Ftd-langages-prog\u002F4.paradigmes",{"title":557,"path":558,"stem":559},"Programme comme donnée — calculabilité et indécidabilité","\u002Fnsi-tale\u002Ftd-langages-prog\u002Fprogramme-comme-donnee","2.nsi-tale\u002Ftd-langages-prog\u002F5.programme-comme-donnee",{"title":411,"path":561,"stem":562,"children":563},"\u002Fnsi-tale\u002Fte-algorithmique","2.nsi-tale\u002Fte-algorithmique\u002F0.index",[564,565,569,573,577,581],{"title":411,"path":561,"stem":562},{"title":566,"path":567,"stem":568},"Algorithmes sur les arbres binaires","\u002Fnsi-tale\u002Fte-algorithmique\u002Farbres-binaires-algos","2.nsi-tale\u002Fte-algorithmique\u002F1.arbres-binaires-algos",{"title":570,"path":571,"stem":572},"Parcours de graphes — DFS, BFS, cycles, chemins","\u002Fnsi-tale\u002Fte-algorithmique\u002Fgraphes-parcours","2.nsi-tale\u002Fte-algorithmique\u002F2.graphes-parcours",{"title":574,"path":575,"stem":576},"Diviser pour régner","\u002Fnsi-tale\u002Fte-algorithmique\u002Fdiviser-pour-regner","2.nsi-tale\u002Fte-algorithmique\u002F3.diviser-pour-regner",{"title":578,"path":579,"stem":580},"Programmation dynamique","\u002Fnsi-tale\u002Fte-algorithmique\u002Fprogrammation-dynamique","2.nsi-tale\u002Fte-algorithmique\u002F4.programmation-dynamique",{"title":582,"path":583,"stem":584},"Recherche textuelle — l'algorithme de Boyer-Moore","\u002Fnsi-tale\u002Fte-algorithmique\u002Frecherche-textuelle","2.nsi-tale\u002Fte-algorithmique\u002F5.recherche-textuelle",{"id":586,"title":241,"bo":587,"body":589,"description":947,"eval":948,"extension":949,"labo":948,"meta":950,"navigation":951,"path":242,"quizzes":952,"readingTime":959,"seo":960,"stem":243,"tp":948,"__hash__":961},"cours\u002F1.nsi-1ere\u002Fpa-histoire-info\u002F1.preantiquite-aux-machines.md",[588],"PA01",{"type":590,"value":591,"toc":938},"minimark",[592,597,610,613,617,628,634,645,658,685,689,708,712,727,780,790,794,809,824,836,857,861,888,892,907,923,927],[593,594,596],"h2",{"id":595},"introduction","Introduction",[598,599,600,601,605,606,609],"p",{},"Bien avant l'apparition du mot « ordinateur », les civilisations ont cherché à\n",[602,603,604],"strong",{},"décharger l'esprit humain du calcul répétitif",". L'histoire de\nl'informatique commence donc bien plus tôt qu'on ne le croit : trois mille ans\navant notre ère, les marchands de Mésopotamie posent déjà des cailloux sur des\nabaques. De ces premiers gestes au 19e siècle, le fil rouge est constant —\n",[602,607,608],{},"confier à un objet matériel ce qui pèse à la pensée",". Ce cours retrace\nquatre jalons : le boulier, la pascaline, le métier Jacquard et la machine\nanalytique de Babbage, qui prépare à elle seule l'informatique moderne.",[611,612],"bo-ref",{"code":588},[593,614,616],{"id":615},"compter-avant-décrire-labaque-et-le-boulier","Compter avant d'écrire : l'abaque et le boulier",[598,618,619,620,623,624,627],{},"L'",[602,621,622],{},"abaque"," (vers -2700 en Mésopotamie) est sans doute la première\ntechnologie de calcul. Sur une planche divisée en colonnes, on déplace des\njetons ou des perles pour représenter unités, dizaines, centaines. Les\nRomains, puis les Chinois et les Japonais, en feront évoluer la forme — le\n",[602,625,626],{},"boulier"," chinois, avec ses tiges et ses boules coulissantes, en est l'avatar\nle plus connu. Encore aujourd'hui, un opérateur entraîné rivalise avec une\ncalculatrice de poche pour des additions à plusieurs chiffres.",[629,630],"illustration",{"alt":631,"kind":632,"prompt":633},"Boulier chinois traditionnel","photo","Boulier chinois ancien à dix tiges, vue de trois quarts, fond sobre",[598,635,636,637,640,641,644],{},"Le boulier n'est pas un automate : il ",[602,638,639],{},"assiste"," un humain qui actionne les\nperles. Mais il introduit une idée cruciale — la ",[602,642,643],{},"représentation positionnelle\ndes nombres",". Chaque colonne porte une puissance de la base utilisée. Sans\ncette idée, aucune machine à calculer ultérieure ne pourrait fonctionner.",[646,647,648],"note",{},[598,649,650,653,654,657],{},[602,651,652],{},"À retenir"," : le boulier est un ",[602,655,656],{},"outil de calcul",", pas une machine\nautonome. Il préfigure cependant deux concepts essentiels — la numération\npositionnelle et la matérialisation des nombres par des objets discrets.",[659,660,663,670],"self-eval-qcm",{"correct":661,"slug":662},"1","preantiquite-aux-machines-c1",[664,665,667],"template",{"v-slot:question":666},"",[598,668,669],{},"Quel concept fondamental est introduit par le boulier ?",[664,671,672],{"v-slot:choices":666},[673,674,675,679,682],"ul",{},[676,677,678],"li",{},"Le calcul flottant",[676,680,681],{},"La numération positionnelle",[676,683,684],{},"La machine universelle",[593,686,688],{"id":687},"la-pascaline-1642-et-le-calculateur-de-leibniz-1673","La pascaline (1642) et le calculateur de Leibniz (1673)",[598,690,691,692,695,696,699,700,703,704,707],{},"Au 17e siècle, l'arithmétique cesse d'être un simple jeu de jetons et devient\n",[602,693,694],{},"mécanique",". À 19 ans, ",[602,697,698],{},"Blaise Pascal"," invente la ",[602,701,702],{},"pascaline"," pour\naider son père, collecteur d'impôts en Normandie. Sous une boîte de bois, des\nroues dentées s'engrènent : tourner la roue des unités au-delà de 9 fait\navancer automatiquement la roue des dizaines. C'est la première fois qu'une\n",[602,705,706],{},"retenue se propage toute seule",", sans intervention humaine.",[629,709],{"alt":710,"kind":632,"prompt":711},"Pascaline de Blaise Pascal","Pascaline du XVIIe siècle, boîtier en bois et laiton, série de cadrans circulaires alignés",[598,713,714,715,718,719,722,723,726],{},"Trente ans plus tard, ",[602,716,717],{},"Gottfried Wilhelm Leibniz"," complète l'invention avec\nsa ",[602,720,721],{},"machine arithmétique"," capable de multiplier et diviser, grâce à un\ntambour cylindrique dit « à dents inégales ». Leibniz est aussi le premier à\ndéfendre publiquement l'usage du ",[602,724,725],{},"système binaire"," pour les machines — une\nintuition qui ne sera pleinement exploitée qu'au 20e siècle.",[728,729,730,749],"table",{},[731,732,733],"thead",{},[734,735,736,740,743,746],"tr",{},[737,738,739],"th",{},"Machine",[737,741,742],{},"Année",[737,744,745],{},"Inventeur",[737,747,748],{},"Opérations",[750,751,752,766],"tbody",{},[734,753,754,758,761,763],{},[755,756,757],"td",{},"Pascaline",[755,759,760],{},"1642",[755,762,698],{},[755,764,765],{},"Addition, soustraction",[734,767,768,771,774,777],{},[755,769,770],{},"Calculateur",[755,772,773],{},"1673",[755,775,776],{},"Leibniz",[755,778,779],{},"+ soustraction, multiplication, division",[781,782,783],"tip",{},[598,784,785,786,789],{},"Comparer ces deux machines à une calculatrice de poche n'est pas exagéré : la\npascaline est l'",[602,787,788],{},"ancêtre direct"," des additionneuses mécaniques de bureau qui\nont équipé les comptables jusque dans les années 1970.",[593,791,793],{"id":792},"le-métier-jacquard-1801-programmer-une-machine","Le métier Jacquard (1801) : programmer une machine",[598,795,796,797,800,801,804,805,808],{},"L'étape suivante n'a, en apparence, rien à voir avec le calcul — elle vient du\n",[602,798,799],{},"tissage",". En 1801, ",[602,802,803],{},"Joseph Marie Jacquard"," présente à Lyon un métier\nà tisser piloté par un ",[602,806,807],{},"chapelet de cartes perforées",". Chaque carte décrit\nune rangée du motif à tisser : là où la carte est trouée, un fil passe ; là\noù elle est pleine, le fil est bloqué.",[598,810,811,812,815,816,819,820,823],{},"L'idée est révolutionnaire. La même machine peut désormais tisser ",[602,813,814],{},"n'importe\nquel motif"," simplement en changeant le jeu de cartes. La séparation entre la\n",[602,817,818],{},"machine"," (le métier) et le ",[602,821,822],{},"programme"," (la pile de cartes) est posée\npour la première fois.",[646,825,826],{},[598,827,828,831,832,835],{},[602,829,830],{},"Première séparation matériel\u002Flogiciel"," : avec Jacquard, le comportement de\nla machine ne dépend plus de sa fabrication mais d'un ",[602,833,834],{},"support amovible",".\nCette dualité est le cœur de l'informatique moderne.",[659,837,839,844],{"correct":661,"slug":838},"preantiquite-aux-machines-c2",[664,840,841],{"v-slot:question":666},[598,842,843],{},"Quelle séparation conceptuelle Jacquard introduit-il ?",[664,845,846],{"v-slot:choices":666},[673,847,848,851,854],{},[676,849,850],{},"Mémoire\u002Fdisque dur",[676,852,853],{},"Machine\u002Fprogramme",[676,855,856],{},"Entrée\u002Fsortie",[593,858,860],{"id":859},"babbage-et-lovelace-lordinateur-avant-lélectronique","Babbage et Lovelace : l'ordinateur avant l'électronique",[598,862,863,864,867,868,871,872,875,876,879,880,883,884,887],{},"En 1837, le mathématicien anglais ",[602,865,866],{},"Charles Babbage"," conçoit la ",[602,869,870],{},"machine\nanalytique"," — un calculateur mécanique programmable par cartes perforées,\ndoté d'une ",[602,873,874],{},"unité de calcul"," (le « moulin »), d'une ",[602,877,878],{},"mémoire"," (le\n« magasin »), d'une ",[602,881,882],{},"entrée"," (les cartes) et d'une ",[602,885,886],{},"sortie"," (impression).\nTous les ingrédients d'un ordinateur sont là, un siècle avant l'ENIAC.",[629,889],{"alt":890,"kind":632,"prompt":891},"Machine analytique de Babbage","Maquette en laiton et acier de la machine analytique de Babbage, exposition au Science Museum",[598,893,894,895,898,899,902,903,906],{},"La machine ne sera jamais construite intégralement du vivant de Babbage —\ntrop coûteuse, trop complexe pour les techniques de l'époque. Mais sa\ncollaboratrice ",[602,896,897],{},"Ada Lovelace",", fille du poète Byron, rédige en 1843 ce\nqu'on considère comme le ",[602,900,901],{},"premier programme"," de l'histoire : un algorithme\ndestiné à calculer les nombres de Bernoulli sur la machine analytique. Plus\nremarquable encore, elle entrevoit que la machine pourrait manipuler ",[602,904,905],{},"autre\nchose que des nombres"," — sons, lettres, symboles — pourvu qu'on sache les\nencoder.",[908,909,912],"card",{"icon":910,"title":911},"i-lucide-sparkles","Ada Lovelace, première programmeuse",[598,913,914,915,918,919,922],{},"Lovelace anticipe deux idées qui structureront toute l'informatique du 20e\nsiècle : la ",[602,916,917],{},"généralité symbolique"," (une machine ne manipule pas seulement\ndes nombres) et la ",[602,920,921],{},"distinction entre données et programme",".",[593,924,926],{"id":925},"pour-aller-plus-loin","Pour aller plus loin",[598,928,929,930,933,934,937],{},"Le 19e siècle voit aussi naître les ",[602,931,932],{},"machines de Hollerith"," (1890), qui\nmécanisent le recensement américain en lisant des cartes perforées. La société\nfondée par Hollerith deviendra plus tard… ",[602,935,936],{},"IBM",". Le fil entre Jacquard,\nBabbage et l'industrie informatique du 20e siècle est ainsi continu, même si\nle passage à l'électronique attendra encore quelques décennies — c'est l'objet\ndu prochain cours.",{"title":666,"searchDepth":939,"depth":939,"links":940},2,[941,942,943,944,945,946],{"id":595,"depth":939,"text":596},{"id":615,"depth":939,"text":616},{"id":687,"depth":939,"text":688},{"id":792,"depth":939,"text":793},{"id":859,"depth":939,"text":860},{"id":925,"depth":939,"text":926},"Du boulier à la machine analytique de Babbage, comment l'humanité a progressivement mécanisé le calcul arithmétique.",null,"md",{},true,[953,957],{"slug":662,"kind":954,"question":669,"choices":955,"correct":661,"multi":956,"explanation":666},"qcm",[678,681,684],false,{"slug":838,"kind":954,"question":843,"choices":958,"correct":661,"multi":956,"explanation":666},[850,853,856],1,{"title":241,"description":947},"oQheflPPuF77R9-Y75DsCdZctGqdi3t9Ebch9TMIkww",{"id":963,"title":964,"bo":965,"body":966,"description":1193,"eval":948,"extension":949,"labo":948,"meta":1194,"navigation":956,"path":1195,"quizzes":1196,"readingTime":959,"seo":1197,"stem":1198,"tp":948,"__hash__":1199},"coursMemo\u002F1.nsi-1ere\u002Fpa-histoire-info\u002F1.preantiquite-aux-machines.memo.md","De la préantiquité aux machines à calculer — l'essentiel",[588],{"type":590,"value":967,"toc":1186},[968,972,979,983,1033,1037,1089,1093,1118,1122],[593,969,971],{"id":970},"en-une-phrase","En une phrase",[598,973,974,975,978],{},"Avant l'électronique, l'humanité a passé ",[602,976,977],{},"plus de 4000 ans"," à mécaniser le\ncalcul — du boulier mésopotamien à la machine analytique de Babbage.",[593,980,982],{"id":981},"à-mémoriser","À mémoriser",[673,984,985,991,1000,1009,1023,1028],{},[676,986,987,990],{},[602,988,989],{},"Boulier \u002F abaque"," (~-2700) : outil, pas machine. Numération positionnelle.",[676,992,993,995,996,999],{},[602,994,757],{}," (1642, Blaise Pascal) : première mécanisation de la ",[602,997,998],{},"retenue",".\nAddition, soustraction.",[676,1001,1002,1005,1006,922],{},[602,1003,1004],{},"Calculateur de Leibniz"," (1673) : ajoute multiplication et division.\nLeibniz défend aussi le ",[602,1007,1008],{},"binaire",[676,1010,1011,1014,1015,1018,1019,1022],{},[602,1012,1013],{},"Métier Jacquard"," (1801) : premier exemple de ",[602,1016,1017],{},"machine programmable","\npar ",[602,1020,1021],{},"cartes perforées",". Sépare matériel et programme.",[676,1024,1025,1027],{},[602,1026,890],{}," (1837, jamais finie) : préfigure\nl'ordinateur — moulin (CPU), magasin (mémoire), cartes (entrée), impression\n(sortie).",[676,1029,1030,1032],{},[602,1031,897],{}," (1843) : premier programme de l'histoire ; entrevoit la\ngénéralité symbolique des machines.",[593,1034,1036],{"id":1035},"à-savoir-reconnaître","À savoir reconnaître",[728,1038,1039,1049],{},[731,1040,1041],{},[734,1042,1043,1046],{},[737,1044,1045],{},"Description",[737,1047,1048],{},"Machine \u002F personne",[750,1050,1051,1059,1066,1074,1082],{},[734,1052,1053,1056],{},[755,1054,1055],{},"Roues dentées avec retenue automatique, 1642",[755,1057,1058],{},"Pascaline (Pascal)",[734,1060,1061,1064],{},[755,1062,1063],{},"Tambour à dents inégales, multiplication, 1673",[755,1065,776],{},[734,1067,1068,1071],{},[755,1069,1070],{},"Cartes perforées, tissage, 1801",[755,1072,1073],{},"Jacquard",[734,1075,1076,1079],{},[755,1077,1078],{},"Moulin + magasin + cartes perforées, 1837",[755,1080,1081],{},"Machine analytique (Babbage)",[734,1083,1084,1087],{},[755,1085,1086],{},"Premier programme écrit, nombres de Bernoulli",[755,1088,897],{},[593,1090,1092],{"id":1091},"pièges-courants","Pièges courants",[673,1094,1095,1104,1111],{},[676,1096,1097,1098,1100,1101,1103],{},"Ne pas confondre la ",[602,1099,702],{}," (1642, addition\u002Fsoustraction) avec le\ncalculateur de ",[602,1102,776],{}," (1673, quatre opérations).",[676,1105,1106,1107,1110],{},"Jacquard n'a ",[602,1108,1109],{},"rien à voir avec le calcul"," — son apport est conceptuel\n(programme amovible).",[676,1112,1113,1114,1117],{},"La machine analytique de Babbage n'a ",[602,1115,1116],{},"jamais fonctionné"," intégralement de\nson vivant.",[593,1119,1121],{"id":1120},"dates-clés","Dates clés",[728,1123,1124,1133],{},[731,1125,1126],{},[734,1127,1128,1130],{},[737,1129,742],{},[737,1131,1132],{},"Évènement",[750,1134,1135,1143,1149,1155,1162,1170,1178],{},[734,1136,1137,1140],{},[755,1138,1139],{},"~-2700",[755,1141,1142],{},"Abaque (Mésopotamie)",[734,1144,1145,1147],{},[755,1146,760],{},[755,1148,757],{},[734,1150,1151,1153],{},[755,1152,773],{},[755,1154,1004],{},[734,1156,1157,1160],{},[755,1158,1159],{},"1801",[755,1161,1013],{},[734,1163,1164,1167],{},[755,1165,1166],{},"1837",[755,1168,1169],{},"Machine analytique (concept)",[734,1171,1172,1175],{},[755,1173,1174],{},"1843",[755,1176,1177],{},"Notes d'Ada Lovelace — premier algorithme",[734,1179,1180,1183],{},[755,1181,1182],{},"1890",[755,1184,1185],{},"Machines à cartes de Hollerith (futur IBM)",{"title":666,"searchDepth":939,"depth":939,"links":1187},[1188,1189,1190,1191,1192],{"id":970,"depth":939,"text":971},{"id":981,"depth":939,"text":982},{"id":1035,"depth":939,"text":1036},{"id":1091,"depth":939,"text":1092},{"id":1120,"depth":939,"text":1121},"Mémo de révision sur les ancêtres mécaniques de l'ordinateur.",{},"\u002Fnsi-1ere\u002Fpa-histoire-info\u002Fpreantiquite-aux-machines.memo",[],{"title":964,"description":1193},"1.nsi-1ere\u002Fpa-histoire-info\u002F1.preantiquite-aux-machines.memo","Y59r99XovG-iDew28kqh_nQlRJb2TP2m-rsePjDbLkw",{"id":1201,"title":1202,"body":1203,"description":1409,"extension":949,"meta":1410,"navigation":956,"path":1411,"seo":1412,"stem":1413,"__hash__":1414},"coursSlides\u002F1.nsi-1ere\u002Fpa-histoire-info\u002F1.preantiquite-aux-machines.slides.md","De la préantiquité aux machines à calculer — diapositives",{"type":590,"value":1204,"toc":1407},[1205,1210,1213,1216,1220,1234,1236,1240,1260,1262,1266,1286,1288,1292,1305,1307,1311,1327,1329,1333,1339,1353,1355,1359,1373,1375,1379,1395,1397,1400],[1206,1207,1209],"h1",{"id":1208},"des-cailloux-à-babbage","Des cailloux à Babbage",[598,1211,1212],{},"4000 ans de mécanisation du calcul.",[1214,1215],"hr",{},[1206,1217,1219],{"id":1218},"pourquoi-mécaniser","Pourquoi mécaniser ?",[673,1221,1222,1225,1228,1231],{},[676,1223,1224],{},"Décharger l'esprit humain du calcul répétitif",[676,1226,1227],{},"Éviter les erreurs des opérateurs fatigués",[676,1229,1230],{},"Gagner en vitesse sur de grandes séries",[676,1232,1233],{},"Industrialiser certaines tâches (impôts, recensement, tissage)",[1214,1235],{},[1206,1237,1239],{"id":1238},"le-boulier-2700","Le boulier (~-2700)",[673,1241,1242,1245,1251,1257],{},[676,1243,1244],{},"Mésopotamie, puis Chine, Japon, Rome",[676,1246,1247,1250],{},[602,1248,1249],{},"Outil",", pas machine autonome",[676,1252,1253,1254],{},"Introduit la ",[602,1255,1256],{},"numération positionnelle",[676,1258,1259],{},"Toujours utilisé aujourd'hui par certains opérateurs entraînés",[1214,1261],{},[1206,1263,1265],{"id":1264},"la-pascaline-1642","La pascaline (1642)",[673,1267,1268,1271,1274,1280,1283],{},[676,1269,1270],{},"Blaise Pascal, 19 ans",[676,1272,1273],{},"Roues dentées qui s'engrènent",[676,1275,1276,1279],{},[602,1277,1278],{},"Retenue automatique"," entre roues",[676,1281,1282],{},"Addition et soustraction",[676,1284,1285],{},"Pensée pour aider son père collecteur d'impôts",[1214,1287],{},[1206,1289,1291],{"id":1290},"leibniz-1673","Leibniz (1673)",[673,1293,1294,1297,1300],{},[676,1295,1296],{},"Calculateur à quatre opérations",[676,1298,1299],{},"Tambour à dents inégales",[676,1301,1302,1303],{},"Promoteur du ",[602,1304,725],{},[1214,1306],{},[1206,1308,1310],{"id":1309},"le-métier-jacquard-1801","Le métier Jacquard (1801)",[673,1312,1313,1316,1319,1324],{},[676,1314,1315],{},"Tissage piloté par cartes perforées",[676,1317,1318],{},"Chaque carte = une rangée du motif",[676,1320,1321],{},[602,1322,1323],{},"Une machine, plusieurs programmes",[676,1325,1326],{},"Sépare matériel et logiciel pour la première fois",[1214,1328],{},[1206,1330,1332],{"id":1331},"la-machine-analytique-de-babbage-1837","La machine analytique de Babbage (1837)",[629,1334],{"alt":1335,"kind":1336,"src":1337,"svg":1338},"Architecture de la machine analytique de Babbage : Cartes (entrée) → Moulin (calcul) ↔ Magasin (mémoire) → Impression (sortie)","mermaid","\u002Fillustrations\u002F1.nsi-1ere\u002Fpa-histoire-info\u002Fmachine-babbage.svg","\u003Csvg id=\"ill-1-nsi-1ere-pa-histoire-info-machine-babbage\" xmlns=\"http:\u002F\u002Fwww.w3.org\u002F2000\u002Fsvg\" xmlns:xlink=\"http:\u002F\u002Fwww.w3.org\u002F1999\u002Fxlink\" class=\"illustration-svg flowchart\" viewBox=\"0 0 457.7201843261719 196\" role=\"graphics-document 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