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autre point essentiel…… c’est le dtype…… qui signifie type de données…… Un tableau NumPy est homogène…… toutes ses valeurs sont du même type…… que ce soit des entiers…… des flottants…… ou des booléens…… Cela permet un stockage plus compact…… et des calculs beaucoup plus rapides…… En biologie…… c’est aussi une garantie…… pas de mélange incohérent entre un nombre et du texte…… au milieu d’une série de mesures……\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":415,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":415,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":415,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":415,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":415,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":415,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":415,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":415,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":415,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":415,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":415,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":415,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":415,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":415,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":415,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":415,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":415,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":415,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":415,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":415,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":415,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":415,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":415,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":415,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":415,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":415,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":415,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":415,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":415,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":415,\"style\":\"defaultTextStrokeWidth:1px\"}],\"entityRanges\":[],\"data\":{\"listDepth\":\"0\",\"listColor\":\"#666666\",\"verticalAlignMarginBottom\":\"0px\",\"listIndent\":\"100%\",\"overridden\":\"true\",\"marginLeft\":\"0px\",\"verticalAlignMarginTop\":\"auto\",\"listType\":\"S_Bullets08\",\"textAlign\":\"center\",\"marginBottom\":\"0%\",\"presetId\":\"text-closedcaptions\",\"listSize\":\"100%\"}},{\"key\":\"c7opi\",\"text\":\"................\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":16,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":16,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":16,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":16,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":16,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":16,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":16,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":16,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":16,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":16,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":16,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":16,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":16,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":16,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":16,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":16,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowBlur:8px\"}],\"entityRanges\":[],\"data\":{\"listDepth\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pourquoi préférer un tableau NumPy à une liste Python classique…… ? D’abord pour la vitesse…… Les calculs sont effectués par des moteurs optimisés…… en C ou en Fortran…… derrière Python…… Ensuite pour les fonctionnalités…… NumPy propose des centaines de fonctions prêtes à l’emploi…… pour manipuler directement vos tableaux…… Et enfin pour la clarté…… Un traitement complexe peut souvent s’exprimer en une seule ligne……\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":427,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":427,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":427,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":427,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":427,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":427,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":427,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":427,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":427,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":427,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":427,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":427,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":427,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":427,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":427,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":427,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":427,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":427,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":427,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":427,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":427,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":427,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":427,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":427,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":427,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":427,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":427,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":427,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":427,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":427,\"style\":\"hlnk:\"}],\"entityRanges\":[],\"data\":{\"listDepth\":\"0\",\"listColor\":\"#666666\",\"verticalAlignMarginBottom\":\"0px\",\"listIndent\":\"100%\",\"overridden\":\"true\",\"marginLeft\":\"0px\",\"verticalAlignMarginTop\":\"auto\",\"listType\":\"S_Bullets08\",\"textAlign\":\"center\",\"marginBottom\":\"0%\",\"presetId\":\"text-closedcaptions\",\"listSize\":\"100%\"}},{\"key\":\"7kf04\",\"text\":\"................\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":16,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":16,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":16,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":16,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":16,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":16,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":16,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":16,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":16,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":16,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":16,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":16,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":16,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":16,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":16,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":16,\"style\":\"fontFamily:Georgia\"}],\"entityRanges\":[],\"data\":{\"listDepth\":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un exemple concret en biologie…… Vous avez une liste de concentrations en milligrammes par millilitre…… pour mille échantillons…… Avec NumPy…… vous pouvez normaliser toutes ces valeurs en une seule opération…… plutôt que de boucler sur chaque échantillon……\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":264,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":264,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":264,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":264,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":264,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":264,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":264,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":264,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":264,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":264,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":264,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":264,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":264,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":264,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":264,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":264,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":264,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":264,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":264,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":264,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":264,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":264,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":264,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":264,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":264,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":264,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":264,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":264,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":264,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":264,\"style\":\"textShadowOpacity:none\"}],\"entityRanges\":[],\"data\":{\"listDepth\":\"0\",\"listColor\":\"#666666\",\"verticalAlignMarginBottom\":\"0px\",\"listIndent\":\"100%\",\"overridden\":\"true\",\"marginLeft\":\"0px\",\"verticalAlignMarginTop\":\"auto\",\"listType\":\"S_Bullets08\",\"textAlign\":\"center\",\"marginBottom\":\"0%\",\"presetId\":\"text-closedcaptions\",\"listSize\":\"100%\"}},{\"key\":\"76b9o\",\"text\":\"................\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":16,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":16,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":16,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":16,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":16,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":16,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":16,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":16,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":16,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":16,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":16,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":16,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":16,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":16,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":16,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":16,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":16,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":16,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":16,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":16,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":16,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":16,\"style\":\"letterSpacing:0%\"}],\"entityRanges\":[],\"data\":{\"listDe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ressources……\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":293,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":293,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":293,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":293,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":293,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":293,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":293,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":293,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":293,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":293,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":293,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":293,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":293,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":293,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":293,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":293,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":293,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":293,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":293,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":293,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":293,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":293,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":293,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":293,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":293,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":293,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":293,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":293,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":293,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":293,\"style\":\"textHighlightEnable:false\"}],\"entityRanges\":[],\"data\":{\"listDepth\":\"0\",\"listColor\":\"#666666\",\"verticalAlignMarginBottom\":\"0px\",\"listIndent\":\"100%\",\"overridden\":\"true\",\"marginLeft\":\"0px\",\"verticalAlignMarginTop\":\"auto\",\"listType\":\"S_Bullets08\",\"textAlign\":\"center\",\"marginBottom\":\"0%\",\"presetId\":\"text-closedcaptions\",\"listSize\":\"100%\"}},{\"key\":\"9elae\",\"text\":\".............\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":13,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":13,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":13,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":13,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":13,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":13,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":13,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":13,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":13,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":13,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":13,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":13,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":13,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":13,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":13,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":13,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":13,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":13,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":13,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":13,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":13,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":13,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":13,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":13,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":13,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":13,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":13,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":13,\"style\":\"color:#ffffff\"},{\"offset\":0,\"length\":13,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":13,\"style\":\"textShadowColor:#F1EEE61F\"}],\"entityRanges\":[],\"data\":{\"listDepth\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résumé…… NumPy est une bibliothèque fondamentale pour toute manipulation de données numériques…… Elle est incontournable dans la plupart des projets d’analyse scientifique en Pithon…… Maîtriser NumPy, c’est gagner en productivité…… en fiabilité…… et en clarté dans vos analyses……\",\"type\":\"unstyled\",\"depth\":0,\"inlineStyleRanges\":[{\"offset\":0,\"length\":282,\"style\":\"defaultBackgroundColor:#E8D01B\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowY:4px\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowColor:#F1EEE61F\"},{\"offset\":0,\"length\":282,\"style\":\"lineHeight:135%\"},{\"offset\":0,\"length\":282,\"style\":\"letterSpacing:0%\"},{\"offset\":0,\"length\":282,\"style\":\"textHighlightEnable:false\"},{\"offset\":0,\"length\":282,\"style\":\"textTransform:none\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowOpacity:none\"},{\"offset\":0,\"length\":282,\"style\":\"overridden:true\"},{\"offset\":0,\"length\":282,\"style\":\"textDecoration:none\"},{\"offset\":0,\"length\":282,\"style\":\"fontFamily:Georgia\"},{\"offset\":0,\"length\":282,\"style\":\"borderBottomStyle:none\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowEnable:false\"},{\"offset\":0,\"length\":282,\"style\":\"hlnk:\"},{\"offset\":0,\"length\":282,\"style\":\"fontWeight:normal\"},{\"offset\":0,\"length\":282,\"style\":\"desktop-fontSize:12\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowBlur:8px\"},{\"offset\":0,\"length\":282,\"style\":\"backgroundColor:unset\"},{\"offset\":0,\"length\":282,\"style\":\"WebkitTextStrokeWidth:1px\"},{\"offset\":0,\"length\":282,\"style\":\"hlnkt:wp\"},{\"offset\":0,\"length\":282,\"style\":\"fontStyle:normal\"},{\"offset\":0,\"length\":282,\"style\":\"mobile-fontSize:24\"},{\"offset\":0,\"length\":282,\"style\":\"defaultTextStrokeWidth:1px\"},{\"offset\":0,\"length\":282,\"style\":\"WebkitTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":282,\"style\":\"textOutlineEnable:false\"},{\"offset\":0,\"length\":282,\"style\":\"opacity:1\"},{\"offset\":0,\"length\":282,\"style\":\"defaultTextStrokeColor:#F1EEE6\"},{\"offset\":0,\"length\":282,\"style\":\"hlnke:true\"},{\"offset\":0,\"length\":282,\"style\":\"defaultTextShadow:none\"},{\"offset\":0,\"length\":282,\"style\":\"tablet-fontSize:24\"},{\"offset\":0,\"length\":282,\"style\":\"textShadow:none\"},{\"offset\":0,\"length\":282,\"style\":\"textShadowX:0px\"},{\"offset\":0,\"length\":282,\"style\":\"fontStretch:normal\"},{\"offset\":0,\"length\":282,\"style\":\"fontType:regular\"},{\"offset\":0,\"length\":282,\"style\":\"color:#ffffff\"}],\"entityRanges\":[],\"data\":{\"listDepth\":\"0\",\"listColor\":\"#666666\",\"verticalAlignMarginBottom\":\"0px\",\"listIndent\":\"100%\",\"overridden\":\"true\",\"marginLeft\":\"0px\",\"verticalAlignMarginTop\":\"auto\",\"listType\":\"S_Bullets08\",\"textAlign\":\"center\",\"marginBottom\":\"0%\",\"presetId\":\"text-closedcaptions\",\"listSize\":\"100%\"}}],\"entityMap\":{}},\"CCPosition\":\"BOTTOM\",\"text\":\"Son nom vient de Numerical Pithon…… une bibliothèque conçue pour manipuler des données numériques de manière rapide, efficace et fiable……\\n.............\\nPourquoi est-ce si important…… ? Pithon est polyvalent, mais il n’a pas été pensé à la base pour traiter des millions de données numériques en un clin d’œil…… NumPy comble cette lacune…… Il permet de stocker et de manipuler de gros volumes de nombres sous forme de tableaux optimisés…… en utilisant des structures de bas niveau très performantes……\\n.............\\nEn biologie, les applications sont nombreuses…… Suivre l’absorbance d’une culture bactérienne sur plusieurs jours…… analyser des intensités de fluorescence dans différents canaux d’imagerie…… ou traiter des images scientifiques…… qui ne sont rien d’autre que des matrices de pixels, donc des tableaux de nombres……\\n.............\\nL’un des grands atouts de NumPy…… c’est sa rapidité…… Contrairement aux listes classiques de Pithon, où les opérations se font valeur par valeur…… NumPy applique les calculs en bloc, sur toute la structure…… Ce qui rend le traitement bien plus rapide et beaucoup moins gourmand en ressources……\\n.............\\nEn résumé…… NumPy est une bibliothèque fondamentale pour toute manipulation de données numériques…… Elle est incontournable dans la plupart des projets d’analyse scientifique en Pithon…… Maîtriser NumPy, c’est gagner en productivité…… en fiabilité…… et en clarté dans vos analyses……\",\"duration\":82.5,\"end\":82.5,\"id\":\"caption__0800__1\",\"dirtyReasons\":[],\"speechAgentV1\":{\"name\":\"Brandon - Young Male American Voice Over\",\"id\":\"Rn9Yq7uum9irZ6RwppDN\",\"source\":\"ElevenLabs\"}}]"']
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fois que l’on maîtrise les bases des tableaux NumPy…… on peut passer à des manipulations plus avancées…… qui permettent d’organiser…… et de transformer nos données…… exactement comme on le souhaite……\\n...................\\nCommençons par le tri…… Avec NumPy…… vous pouvez trier un tableau entier…… ou seulement une partie…… en un seul appel…… grâce à la fonction sort……\\nEn biologie…… cela peut servir à ordonner des valeurs d’intensité lumineuse…… lors d’une expérience de fluorescence…… ou à classer des concentrations…… du plus faible au plus fort……\\nEt si vous ne voulez pas directement le tableau trié…… mais l’ordre des indices qui permet de le trier…… vous pouvez utiliser la fonction argsort……\\nTrès pratique…… si vous devez réorganiser plusieurs tableaux…… de manière cohérente……\\n...................\\nEnsuite…… il y a la fusion des tableaux…… On parle alors de concaténation…… ou d’empilement……\\nVous pouvez coller deux tableaux bout à bout…… avec la fonction concatenate……\\nOu bien les empiler verticalement…… avec vstack…… ou horizontalement…… avec hstack……\\nExemple concret…… si vous avez les résultats de deux expériences séparées…… mais avec le même format de données…… vous pouvez les fusionner en un seul tableau…… pour les analyser ensemble……\\n...................\\nÀ l’inverse…… vous pouvez aussi découper un tableau…… en plusieurs morceaux…… grâce à la fonction split……\\nC’est particulièrement utile…… si vous voulez séparer vos données…… par condition expérimentale…… ou par période de temps…… dans une série temporelle……\\n...................\\nCe qu’il faut bien comprendre…… c’est que NumPy ne sert pas seulement à stocker…… et à calculer……\\nIl permet aussi de restructurer…… et de réorganiser vos données…… très facilement……\\nC’est un peu comme manipuler des plaques multi-puits au laboratoire……\\nVous pouvez les réarranger…… les combiner…… ou les diviser…… sauf qu’ici…… vous le faites en quelques millisecondes……\\n...................\\nEn résumé…… la manipulation avancée avec NumPy…… c’est votre boîte à outils…… pour réorganiser vos données…… de façon efficace…… et propre……\\nEn seulement quelques lignes…… tout en gardant une logique claire…… pour vos analyses……\\n.........\",\"duration\":131.1,\"end\":131.1,\"id\":\"caption__1141__6\",\"dirtyReasons\":[],\"speechAgentV1\":{\"name\":\"Brandon - Young Male American Voice Over\",\"id\":\"Rn9Yq7uum9irZ6RwppDN\",\"source\":\"ElevenLabs\"}}]"']
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c’est là…… qu’il faut savoir gérer certains cas particuliers dans NumPy…… Parce qu’ils reviennent tout le temps…… dans nos analyses scientifiques……\\n................\\nLe premier…… ce sont les données manquantes……\\nEn Python avec NumPy…… on les représente souvent par une valeur spéciale…… NaN…… qui veut dire Not a Number……\\nPar exemple…… si un instrument n’a pas pu mesurer un échantillon…… vous pouvez remplacer la valeur manquante par NaN……\\nEnsuite…… NumPy propose des outils pour les repérer…… comme la fonction isnan……\\nOu pour faire des calculs en les ignorant…… comme nanmean…… qui calcule une moyenne…… sans tenir compte des valeurs manquantes……\\nÇa évite de fausser vos résultats…… et c’est essentiel…… quand on travaille avec des données biologiques incomplètes……\\n................\\nLe deuxième cas…… c’est la manipulation d’images scientifiques……\\nEn réalité…… une image…… ce n’est rien d’autre qu’un tableau de nombres……\\nChaque case correspond à un pixel…… et sa valeur indique une intensité lumineuse……\\nAvec NumPy…… vous pouvez traiter ces matrices directement……\\nPar exemple…… normaliser l’intensité…… extraire une zone précise……\\nOu appliquer des filtres simples…… pour mieux visualiser vos résultats……\\n................\\nLe troisième…… ce sont les séries temporelles……\\nEt en sciences du vivant…… on en rencontre tout le temps……\\nCela peut être le suivi d’une croissance bactérienne…… l’évolution d’un signal de fluorescence……\\nOu encore la variation d’une concentration…… au cours du temps……\\nAvec NumPy…… vous pouvez aligner ces séries…… sélectionner des intervalles précis……\\nOu combiner plusieurs signaux…… pour en faire une analyse comparative……\\n................\\nEn résumé…… savoir gérer les NaN…… traiter les images comme des tableaux…… et manipuler des séries temporelles……\\nCe sont des compétences essentielles…… pour un biologiste…… qui veut tirer pleinement parti de NumPy…… dans ses 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et ça optimise aussi la mémoire……\\n..................\\nTroisième bonne pratique…… sauvegarder régulièrement vos résultats intermédiaires……\\nEn biologie…… certains traitements peuvent être très longs……\\nEt rien n’est plus frustrant…… que de tout perdre…… à cause d’une coupure…… ou d’une erreur……\\nNumPy vous permet d’enregistrer vos données…… très simplement…… que ce soit dans un format natif…… ou en texte……\\nEt ça vous permet de reprendre…… là où vous en étiez…… sans devoir tout recalculer……\\n..................\\nEn résumé…… pensez rapidité…… avec les opérations vectorisées……\\npensez fiabilité…… avec un dtype bien adapté……\\net pensez sécurité…… avec des sauvegardes régulières……\\nCes réflexes…… ce sont un peu comme de bonnes pratiques de laboratoire…… rapides…… précises…… et toujours documentées……\\n.........\",\"duration\":108.6,\"end\":108.6,\"id\":\"caption__0856__9\",\"dirtyReasons\":[],\"speechAgentV1\":{\"name\":\"Brandon - Young Male American Voice 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terminer…… je vous propose une mini mise en pratique…… pour voir NumPy en action…… dans un vrai contexte de biologie……\\n..............\\nImaginez que vous ayez un fichier CSV…… qui contient des mesures d’absorbance…… pour différents échantillons……\\nLa première étape…… c’est de charger ces données…… dans un tableau NumPy……\\nEnsuite…… vous pouvez sélectionner uniquement les échantillons conformes à votre protocole……\\nPar exemple…… ceux dont l’absorbance est supérieure…… à un certain seuil……\\nC’est exactement le genre de filtrage…… qui se fait très facilement…… grâce aux masques booléens……\\n..............\\nUne fois vos données sélectionnées…… vous pouvez immédiatement calculer des statistiques…… comme la moyenne…… et l’écart-type……\\nCela vous donne un aperçu rapide…… et fiable…… de votre série expérimentale……\\n..............\\nEt si vous voulez aller plus loin…… vous pouvez visualiser vos résultats…… en quelques lignes…… grâce à Matplotlib……\\nPar exemple…… en traçant un histogramme…… pour observer la distribution des absorbances……\\net voir tout de suite…… la répartition de vos échantillons……\\n..............\\nEn seulement quelques lignes de code…… vous êtes donc passé…… de données brutes…… à des résultats analysés…… puis visualisés…… et directement exploitables…… dans un contexte expérimental……\\n..............\\nC’est cette capacité de NumPy…… à enchaîner le chargement…… la sélection…… le calcul…… et la visualisation…… qui en fait un outil incontournable…… pour les sciences du vivant……\\n.........\",\"duration\":93.2,\"end\":93.2,\"id\":\"caption__8614__10\",\"dirtyReasons\":[],\"speechAgentV1\":{\"name\":\"Brandon - Young Male American Voice Over\",\"id\":\"Rn9Yq7uum9irZ6RwppDN\",\"source\":\"ElevenLabs\"}}]"']
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vous invite maintenant à prendre quelques minutes pour mettre en pratique ce que nous venons de voir à travers quelques quiz rapides.\\nJe vous invite aussi à faire les exercices mis à votre disposition sur le Moodle pour lesquels vous trouverez les corrections associées.....Cela vous permettra de consolider les points essentiels avant que nous passions ensemble à la séance suivante.\",\"duration\":20.6,\"end\":20.6,\"id\":\"caption__5493__2\",\"dirtyReasons\":[],\"speechAgentV1\":{\"name\":\"Brandon - Young Male American Voice Over\",\"id\":\"Rn9Yq7uum9irZ6RwppDN\",\"source\":\"ElevenLabs\"}}]"']
}
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link:6197,
text:[]
}
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link:1550,
text:[]
}
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link:6521,
text:[]
}
,{
link:6845,
text:[]
}
,{
link:14235,
text:[]
}
,{
link:14563,
text:[]
}
]

,
typekit:{
kit_id:''
},
};
cp.model.projectImages=[
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'assets/htmlimages/Answer_checkbox_hover.png',
'assets/htmlimages/Answer_checkbox_incorrect.png',
'assets/htmlimages/Answer_checkbox_normal.png',
'assets/htmlimages/Answer_checkbox_select.png',
'assets/htmlimages/Answer_radio_correct.png',
'assets/htmlimages/Answer_radio_hover.png',
'assets/htmlimages/Answer_radio_incorrect.png',
'assets/htmlimages/Answer_radio_normal.png',
'assets/htmlimages/Answer_radio_select.png',
'assets/htmlimages/Graph.jpg',
'assets/htmlimages/HotspotDisplayImage.png',
'assets/htmlimages/HotspotDisplayText.png',
'assets/htmlimages/HotspotQuestionOverlays.png',
'assets/htmlimages/ThreeD_Close.svg',
'assets/htmlimages/ThreeD_HotspotDefaultGlow.png',
'assets/htmlimages/ThreeD_HotspotGlow.png',
'assets/htmlimages/VR_move_left.png',
'assets/htmlimages/VR_move_right.png',
'assets/htmlimages/assessmenthotspotvisited.svg',
'assets/htmlimages/checkBox_disabled.png',
'assets/htmlimages/checkBox_normal.png',
'assets/htmlimages/checkBox_selected.png',
'assets/htmlimages/checkBox_selectedDisabled.png',
'assets/htmlimages/checkboxchecked.png',
'assets/htmlimages/checkboxunchecked.png',
'assets/htmlimages/correct_answer_normal.png',
'assets/htmlimages/correct_answer_small.png',
'assets/htmlimages/correct_question_normal.png',
'assets/htmlimages/correct_question_small.png',
'assets/htmlimages/expand_icon.png',
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'assets/htmlimages/incorrect_answer_normal.png',
'assets/htmlimages/incorrect_answer_small.png',
'assets/htmlimages/incorrect_question_normal.png',
'assets/htmlimages/incorrect_question_small.png',
'assets/htmlimages/partial_correct_question_normal.png',
'assets/htmlimages/partial_correct_question_small.png',
'assets/htmlimages/placeholder.png',
'assets/htmlimages/radiochecked.png',
'assets/htmlimages/radiounchecked.png',
'assets/htmlimages/skip_answer_normal.png',
'assets/htmlimages/skip_answer_small.png',
'assets/htmlimages/skip_question_normal.png',
'assets/htmlimages/skip_question_small.png'
];
cp.model.data.images=[{
ip:'dr/01129.png',
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}
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}
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}
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cp.model.imageresources=[{
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}
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}
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slideID:2,
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}
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slideID:3,
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}
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slideID:4,
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}
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slideID:5,
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}
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slideID:6,
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}
,{
slideID:7,
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}
,{
slideID:8,
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resources:['dr/014660.gif','dr/07532.svg']
}

}
,{
slideID:9,
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resources:['dr/014662.gif','dr/07532.svg']
}

}
,{
slideID:10,
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resources:['dr/014665.gif','dr/07532.svg']
}

}
,{
slideID:11,
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resources:['dr/02378.svg','dr/02406.png','dr/02449.svg','dr/02533.png','dr/02657.png','dr/02781.png','dr/02905.png','dr/03029.png','dr/03114.svg','dr/03136.svg']
}

}
,{
slideID:12,
ResourceList:{
resources:['dr/014599.png','dr/0567.svg']
}

}
,{
slideID:13,
ResourceList:{
resources:['dr/01251.png','dr/01644.svg','dr/0567.svg']
}

}
,{
slideID:14,
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resources:['dr/01251.png','dr/01644.svg','dr/0567.svg']
}

}
,{
slideID:15,
ResourceList:{
resources:['dr/01251.png','dr/01644.svg','dr/0567.svg']
}

}
,{
slideID:16,
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resources:['dr/01251.png','dr/01644.svg','dr/0567.svg']
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}
,{
slideID:17,
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}
,{
slideID:18,
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resources:['dr/01251.png','dr/01644.svg','dr/0567.svg']
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}
,{
slideID:19,
ResourceList:{
resources:['dr/01644.svg','dr/0567.svg']
}

}
];
cp.model.audioresources=[{
slideID:0,
ResourceList:{
resources:['ar/14604.mp3']
}

}
,{
slideID:1,
ResourceList:{
resources:['ar/14679.mp3']
}

}
,{
slideID:2,
ResourceList:{
resources:['ar/14681.mp3']
}

}
,{
slideID:3,
ResourceList:{
resources:['ar/14683.mp3']
}

}
,{
slideID:4,
ResourceList:{
resources:['ar/14685.mp3']
}

}
,{
slideID:5,
ResourceList:{
resources:['ar/14687.mp3']
}

}
,{
slideID:6,
ResourceList:{
resources:['ar/14689.mp3']
}

}
,{
slideID:7,
ResourceList:{
resources:['ar/14691.mp3']
}

}
,{
slideID:8,
ResourceList:{
resources:['ar/14693.mp3']
}

}
,{
slideID:9,
ResourceList:{
resources:['ar/14695.mp3']
}

}
,{
slideID:10,
ResourceList:{
resources:['ar/14697.mp3']
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}
,{
slideID:11,
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resources:['ar/14699.mp3']
}

}
,{
slideID:12,
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}
];
cp.model.videos=[
];
cp.model.slideVideos=[
];
cp.model.tocVideos=[
];
cp.model.audios=[
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'ar/14685.mp3',
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cp.initVariables = function(){
cp.cv('CaptivateVersion','12.6.0',1,1000,0);
cp.cv('Date.DateDDMMYY','dd/mm/yyyy',1,15,0);
cp.cv('Date.DateMMDDYY','mm/dd/yyyy',1,15,0);
cp.cv('Date.Day',1,1,15,0);
cp.cv('Date.Hours','hh',1,15,0);
cp.cv('Date.LocaleString','',1,15,0);
cp.cv('Date.Minutes','mm',1,15,0);
cp.cv('Date.Month','mm',1,15,0);
cp.cv('Date.Time','hh:mm:ss',1,15,0);
cp.cv('Date.Today','dd',1,15,0);
cp.cv('Date.Year','yyyy',1,15,0);
cp.cv('Project.AudioLevel',100,1,15,0);
cp.cv('Project.ClosedCaptions',0,1,15,0);
cp.cv('Project.CurrentSlideName','slide',1,15,0);
cp.cv('Project.CurrentSlideNumber',1,1,15,0);
cp.cv('Project.LockTOC',0,1,15,0);
cp.cv('Project.MuteAudio',0,1,15,0);
cp.cv('Project.ShowPlaybar',1,1,15,0);
cp.cv('Project.ShowTOC',0,1,15,0);
cp.cv('Project.SlideCount',1,1,15,0);
cp.cv('Question.AnswerChoice','',1,15,0);
cp.cv('Question.MaxAttempts',0,1,15,0);
cp.cv('Question.NegativePoints',0,1,15,0);
cp.cv('Question.PointsAssigned',0,1,15,0);
cp.cv('Question.PreviousQuestionScore',0,1,15,0);
cp.cv('Quiz.AttemptCount',0,1,15,0);
cp.cv('Quiz.CorrectAnswerCount',0,1,15,0);
cp.cv('Quiz.InReview',0,1,15,0);
cp.cv('Quiz.InScope',0,1,15,0);
cp.cv('Quiz.MaxScore',60,1,1000,0);
cp.cv('Quiz.Pass',0,1,15,0);
cp.cv('Quiz.PassPercentage',80,1,1000,0);
cp.cv('Quiz.PassPoints',48,1,1000,0);
cp.cv('Quiz.PercentageScore',0,1,15,0);
cp.cv('Quiz.QuestionCount',6,1,1000,0);
cp.cv('Quiz.Score',0,1,15,0);
cp.cv('Quiz.UnansweredQuestionCount',6,1,1000,0);
cp.cv('cpInfoFPS',30,1,1000,0);
cp.cv('cpInfoHasPlaybar',1,1,1000,0);
cp.cv('cpInfoSlideCount',0,1,1000,0);
cp.cv('cpInfoSlidesInProject',20,1,1000,0);
cp.cv('cpLockTOC',0,1,1000,0);
cp.cv('cpQuizInfoPreTestTotalQuestions',0,1,1000,0);
cp.cv('cpQuizInfoTotalQuizPoints',60,1,1000,0);
cp.cv('cpInfoPrevFrame',0,1,15,0);
cp.cv('Forest_count',0,0,15,0);
cp.cv('Forest_count_1',0,0,15,0);
cp.cv('LMS.CourseName','',0,15,0);
cp.cv('LMS.LearnerID','',0,15,0);
cp.cv('LMS.LearnerName','',0,15,0);
cp.cv('section2_11',0,0,15,0);
};cp.ReportingVariables="Forest_count,Forest_count_1,LMS.CourseName,LMS.LearnerID,LMS.LearnerName,section2_11,";
};cp.sbw=0;cp.useg=0;cp.geo=0;cp.pg=0;cp.win8=0;cp.autoGrow=1;cp.fluidFont=1;
