


{"id":339,"date":"2021-05-20T16:04:59","date_gmt":"2021-05-20T14:04:59","guid":{"rendered":"https:\/\/preprod.editions-eni.fr\/blog\/?p=339"},"modified":"2023-11-16T09:21:43","modified_gmt":"2023-11-16T08:21:43","slug":"5-bonnes-raisons-dutiliser-python-pour-la-data-science","status":"publish","type":"post","link":"https:\/\/www.editions-eni.fr\/blog\/5-bonnes-raisons-dutiliser-python-pour-la-data-science\/","title":{"rendered":"5 bonnes raisons d\u2019utiliser Python pour la Data Science"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;1_4,3_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/Python-logo-notext.png&#8221; title_text=&#8221;Python-logo-notext&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p><span>Dans un monde devenu totalement digitalis\u00e9, avec l\u2019ensemble de nos appareils connect\u00e9s, l\u2019existence des m\u00e9dias sociaux et la puissance d\u2019Internet et des donn\u00e9es libres, la\u00a0<\/span><strong>science des donn\u00e9es ou Data Science<\/strong><span>, est devenue extr\u00eamement populaire.<\/span><br \/><span>La Data Science est consid\u00e9r\u00e9e comme la science sp\u00e9cialis\u00e9e dans la\u00a0<\/span><strong>manipulation et l\u2019organisation de grands volumes de donn\u00e9es, leur stockage, leur visualisation et leur mod\u00e9lisation \u00e0 des fins de pr\u00e9dictions<\/strong><span>.<\/span><br \/><span>Tous domaines confondus, selon\u00a0<\/span><a href=\"https:\/\/www.tiobe.com\/tiobe-index\/\" target=\"_blank\" rel=\"noopener noreferrer\">l\u2019index TIOB<\/a><span>\u00a0d\u2019octobre 2020, on estime que le langage de programmation\u00a0<\/span><strong>Python est dans le top 3 des langages les plus populaires<\/strong><span>\u00a0dans le monde. Dans le domaine particulier de la Data Science, il est le langage le plus utilis\u00e9, et ceci pour au moins 5 bonnes raisons.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre08.jpg&#8221; alt=&#8221;Data science&#8221; title_text=&#8221;data-science&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;left&#8221; border_radii=&#8221;off||2000px|2000px|&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>Bonne Raison n\u00b01<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;||10px||false|false&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221;]<\/p>\n<h4>La simplicit\u00e9 d\u2019utilisation de Python pour la Data Science<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>Tout d\u2019abord, Python est un langage de haut niveau, interpr\u00e9t\u00e9, ce qui le rend\u00a0<\/span><strong>accessible aux novices en programmation<\/strong><span>. Il poss\u00e8de une syntaxe\u00a0<\/span><strong>facile \u00e0 appr\u00e9hender et des fonctionnalit\u00e9s puissantes et simples \u00e0 utiliser<\/strong><span>.<\/span><br \/><span>Cette simplicit\u00e9 d\u2019utilisation participe \u00e0 sa forte popularit\u00e9 aupr\u00e8s des data scientists et data analysts : en effet, ceux-ci peuvent ainsi se concentrer sur la r\u00e9solution de leurs probl\u00e8mes plut\u00f4t que sur la programmation en tant que telle.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;3_5,2_5&#8243; module_class=&#8221;custom_row&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;3_5&#8243; module_class=&#8221;second-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>Bonne Raison n\u00b02<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;||10px||false|false&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;1px|||||&#8221;]<\/p>\n<h4>Python, un langage open-source disposant d\u2019une grande communaut\u00e9<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>Python est un\u00a0<\/span><strong>langage open-source<\/strong><span>, c\u2019est-\u00e0-dire qu\u2019il est gratuit et que tout un chacun peut participer \u00e0 son am\u00e9lioration et son \u00e9volution. De ce fait, une\u00a0<\/span><strong>large communaut\u00e9 d\u2019utilisateurs<\/strong><span>\u00a0existe autour de ce langage, celle-ci est dynamique, ce qui permet d\u2019interagir avec elle sur les diff\u00e9rents probl\u00e8mes rencontr\u00e9s.<\/span><br \/><span>Lorsque c\u2019est le cas, une simple recherche permet g\u00e9n\u00e9ralement\u00a0<\/span><strong>de trouver une solution<\/strong><span> d\u00e9j\u00e0 existante, tant ce langage est utilis\u00e9. Enfin, une vaste documentation et de nombreux tutoriels sont disponibles en ligne.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_5&#8243; module_class=&#8221;first-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre10.jpg&#8221; title_text=&#8221;carre10&#8243; align=&#8221;right&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;right&#8221; border_radii=&#8221;off|2000px|||2000px&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre02.jpg&#8221; alt=&#8221;Librairie Python&#8221; title_text=&#8221;librairie-python&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;left&#8221; border_radii=&#8221;off||2000px|2000px|&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>Bonne Raison n\u00b03<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;||10px||false|false&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|tablet&#8221;]<\/p>\n<h4>Des librairies Python d\u00e9di\u00e9es \u00e0 la Data Science<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>Des centaines de\u00a0<\/span><strong>librairies sont disponibles avec le langage Python<\/strong><span>, ce qui facilite d\u2019autant plus son utilisation pour effectuer des actions complexes. Il existe de nombreuses\u00a0<\/span><strong>librairies d\u00e9di\u00e9es \u00e0 la Data Science<\/strong><span>\u00a0comme\u00a0<\/span><strong>NumPy, Pandas, Matplotlib et Seaborn<\/strong><span>, pour ne citer qu\u2019elles.<\/span><br \/><span>Ces librairies permettent de\u00a0<\/span><strong>manipuler les donn\u00e9es, de les organiser, de les nettoyer, de les interroger et de les visualiser de mani\u00e8re tr\u00e8s efficace<\/strong><span>. Etant donn\u00e9 sa popularit\u00e9 et la communaut\u00e9 autour de Python, les librairies existantes sont\u00a0<\/span><strong>fr\u00e9quemment mises \u00e0 jour<\/strong><span>\u00a0et de\u00a0<\/span><strong>nouvelles librairies<\/strong><span>\u00a0apparaissent pour offrir des solutions accessibles \u00e0 des probl\u00e8mes qui semblent insolubles, ce qui fait la force du langage.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;3_5,2_5&#8243; module_class=&#8221;custom_row&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;3_5&#8243; module_class=&#8221;second-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>Bonne Raison n\u00b04<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;||10px||false|false&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; custom_padding=&#8221;1px|||||&#8221;]<\/p>\n<h4>Des applications du langage Python tr\u00e8s larges<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>Le langage Python permet non seulement\u00a0<\/span><strong>de faire du d\u00e9veloppement pour des applications de Data Science li\u00e9es au traitement de donn\u00e9es<\/strong><span>, mais il permet aussi bien de faire du\u00a0<\/span><strong>d\u00e9veloppement web<\/strong><span>\u00a0ou du\u00a0<\/span><strong>d\u00e9veloppement d\u2019applications<\/strong><span>\u00a0dans des domaines tr\u00e8s vari\u00e9s.<\/span><br \/><span>Le domaine de la science des donn\u00e9es \u00e9tant tr\u00e8s vaste, un\u00a0<\/span><strong>langage polyvalent comme Python<\/strong><span>\u00a0est crucial, que ce soit pour\u00a0<\/span><strong>requ\u00eater des bases de donn\u00e9es, traiter des donn\u00e9es, g\u00e9n\u00e9rer des tableaux de bord interactifs<\/strong><span>\u00a0repr\u00e9sentant les analyses effectu\u00e9es et les r\u00e9sultats obtenus ou encore\u00a0<\/span><strong>automatiser des processus<\/strong><span>\u00a0de mani\u00e8re\u00a0<\/span><strong>efficace<\/strong><span>.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_5&#8243; module_class=&#8221;first-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre16.jpg&#8221; alt=&#8221;Applications Python&#8221; title_text=&#8221;applications-python&#8221; align=&#8221;right&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;right&#8221; border_radii=&#8221;off|2000px|||2000px&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;&#8221; custom_padding_phone=&#8221;||0px||false|false&#8221;][et_pb_row column_structure=&#8221;2_5,3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre14.jpg&#8221; alt=&#8221;Comp\u00e9tence&#8221; title_text=&#8221;competence&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;left&#8221; border_radii=&#8221;off||2000px|2000px|&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>Bonne Raison n\u00b05<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin_tablet=&#8221;||10px||false|false&#8221; custom_margin_phone=&#8221;&#8221; custom_margin_last_edited=&#8221;on|phone&#8221;]<\/p>\n<h4>Une comp\u00e9tence tr\u00e8s recherch\u00e9e dans les offres d\u2019emploi<\/h4>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>La majorit\u00e9 des\u00a0<\/span><strong>offres d\u2019emplois<\/strong><span>\u00a0dans le domaine de la Data Science demande d\u2019avoir comme comp\u00e9tence la\u00a0<\/span><strong>programmation avec le langage Python<\/strong><span>. Ainsi, si vous voulez travailler dans ce domaine, il est fortement recommand\u00e9 d\u2019apprendre \u00e0 programmer avec ce langage et les librairies d\u00e9di\u00e9es. Et c\u2019est encore plus vrai dans le domaine du\u00a0<\/span><strong>d\u00e9veloppement informatique<\/strong><span>\u00a0en g\u00e9n\u00e9ral.<\/span><br \/><span>En effet, de tr\u00e8s grandes entreprises comme Google, Amazon ou encore Netflix utilisent Python comme langage de programmation pour certaines de leurs applications, et c\u2019est le cas d\u2019un grand nombre d\u2019entreprises de toutes tailles.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_row column_structure=&#8221;3_5,2_5&#8243; module_class=&#8221;custom_row&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;3_5&#8243; module_class=&#8221;second-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221;]<\/p>\n<h3>En conclusion<\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;]<\/p>\n<p style=\"text-align: justify;\"><span>Le langage Python s\u2019est fait une place majeure dans de nombreux domaines, comme celui de la science des donn\u00e9es.<\/span><br \/><span>Sa polyvalence, sa simplicit\u00e9 d\u2019utilisation et ses am\u00e9liorations continues gr\u00e2ce \u00e0 une\u00a0<\/span><strong>communaut\u00e9 tr\u00e8s active<\/strong><span>\u00a0en fait un\u00a0<\/span><strong>langage de choix<\/strong><span>\u00a0dans de nombreux projets. Ainsi,\u00a0<\/span><strong>si la Data Science vous int\u00e9resse et que vous souhaitez vous y essayer, Python est ind\u00e9niablement un langage de pr\u00e9dilection pour bien d\u00e9buter<\/strong><span>.<\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_5&#8243; module_class=&#8221;first-on-mobile&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/carre17.jpg&#8221; alt=&#8221;portrait&#8221; title_text=&#8221;portrait&#8221; align=&#8221;right&#8221; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; animation_style=&#8221;bounce&#8221; animation_direction=&#8221;right&#8221; border_radii=&#8221;off|2000px|||2000px&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_testimonial author=&#8221;Amandine Velt&#8221; job_title=&#8221;notre experte Python et Data Science&#8221; portrait_url=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/05\/Photo-Amandine-Velt.jpg&#8221; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221;]<\/p>\n<p>Dipl\u00f4m\u00e9e du master Bioinformatique Mod\u00e9lisation et Statistique de l\u2019Universit\u00e9 de Rouen Normandie, Amandine VELT est ing\u00e9nieure en Bioinformatique \u00e0 l\u2019INRAE (Institut National de Recherche pour l\u2019Agriculture, l\u2019Alimentation et l\u2019Environnement).<br \/> Passionn\u00e9e par la programmation, le traitement de donn\u00e9es de grandes volum\u00e9tries et l\u2019enseignement, elle est aussi formatrice ind\u00e9pendante en Data Science avec les langages de programmation Python et R. Ses deux formations en ligne dans le domaine regroupent environ 3000 participants.<br \/> Le livre Python pour la Data Science, qu\u2019elle a voulu pratique et concret, est d\u00e9di\u00e9 aux lecteurs d\u00e9sireux d\u2019apprendre \u00e0 analyser des donn\u00e9es ave le langage Python.<\/p>\n<p>[\/et_pb_testimonial][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.0&#8243; text_font=&#8221;||||||||&#8221; text_line_height=&#8221;1.8em&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;Overpass|300|||||||&#8221; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;20px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; border_color_all=&#8221;#1a0a38&#8243;]<\/p>\n<h2>Pour aller <span style=\"color: #3bb6d5;\">plus loin<\/span><\/h2>\n<p>[\/et_pb_text][et_pb_divider color=&#8221;#3BB6D5&#8243; divider_position=&#8221;center&#8221; divider_weight=&#8221;3px&#8221; _builder_version=&#8221;4.9.0&#8243; max_width=&#8221;90px&#8221; max_width_tablet=&#8221;13%&#8221; max_width_last_edited=&#8221;off|desktop&#8221; custom_margin=&#8221;5px||||false|false&#8221; custom_padding=&#8221;|||&#8221; locked=&#8221;off&#8221;][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_tablet=&#8221;display:flex;&#8221; custom_css_main_element_phone=&#8221;display:inherit;&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/livre\/python-pour-la-data-science-analysez-vos-donnees-par-la-pratique-avec-numpy-pandas-matplotlib-et-seaborn-9782409026263_XL.jpg&#8221; alt=&#8221;Scratch et Raspberry Pi Projets maker pour s&#8217;initier \u00e0 l&#8217;\u00e9lectronique et \u00e0 la robotique&#8221; title_text=&#8221;scratch-et-raspberry-pi-projets-maker-pour-s-initier-a-l-electronique-et-a-la-robotique-2e-edition-9782409027901_M&#8221; url=&#8221;https:\/\/www.editions-eni.fr\/livre\/python-pour-la-data-science-analysez-vos-donnees-par-la-pratique-avec-numpy-pandas-matplotlib-et-seaborn-9782409026263&#8243; url_new_window=&#8221;on&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;85%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;||10px||false|false&#8221; box_shadow_style=&#8221;preset3&#8243; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover=&#8221;105%|105%&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#3BB6D5&#8243; background_color=&#8221;RGBA(0,0,0,0)&#8221; custom_margin=&#8221;||5px||false|false&#8221;]<\/p>\n<p>Livre<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;|10px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221;]<strong>Python pour la Data Science<\/strong><br \/>\nAnalysez vos donn\u00e9es par la pratique avec NumPy, Pandas, Matplotlib et Seaborn[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/livre\/python-et-l-analyse-forensique-recuperer-et-analyser-les-donnees-produites-par-les-ordinateurs-9782409017902_XL.jpg&#8221; alt=&#8221;Flutter D\u00e9veloppez vos applications mobiles multiplateformes avec Dart&#8221; title_text=&#8221;flutter-developpez-vos-applications-mobiles-multiplateformes-avec-dart-9782409025273_M (1)&#8221; url=&#8221;https:\/\/www.editions-eni.fr\/livre\/python-et-l-analyse-forensique-recuperer-et-analyser-les-donnees-produites-par-les-ordinateurs-9782409017902&#8243; url_new_window=&#8221;on&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;85%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;||10px||false|false&#8221; box_shadow_style=&#8221;preset3&#8243; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover=&#8221;105%|105%&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#3BB6D5&#8243; background_color=&#8221;RGBA(0,0,0,0)&#8221; custom_margin=&#8221;||5px||false|false&#8221;]<\/p>\n<p>Livre<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;|10px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221;]<strong>Python et l&#8217;analyse forensique<\/strong><br \/>\nR\u00e9cup\u00e9rer et analyser les donn\u00e9es produites par les ordinateurs[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/media3.editions-eni.fr\/video\/python-3-les-fondamentaux-du-langage-nouvelle-version-vt23pyt_M.jpg&#8221; alt=&#8221;Flutter D\u00e9veloppez vos applications mobiles multiplateformes avec Dart&#8221; title_text=&#8221;presentiel-web&#8221; url=&#8221;https:\/\/www.editions-eni.fr\/video\/python-3-les-fondamentaux-du-langage-nouvelle-version-vt23pyt&#8221; url_new_window=&#8221;on&#8221; force_fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;85%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;||10px||false|false&#8221; box_shadow_style=&#8221;preset3&#8243; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover=&#8221;105%|105%&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#3BB6D5&#8243; background_color=&#8221;RGBA(0,0,0,0)&#8221; custom_margin=&#8221;||5px||false|false&#8221;]<\/p>\n<p>Vid\u00e9o<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;|10px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221;]<strong>Python 3<\/strong><br \/>\nLes fondamentaux du langage[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/06\/presentiel-bureautique.jpg&#8221; alt=&#8221;formation en live&#8221; title_text=&#8221;formation en live&#8221; url=&#8221;https:\/\/www.eni-service.fr\/index.php\/fomation\/programmer-en-python-2\/&#8221; url_new_window=&#8221;on&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; width_tablet=&#8221;85%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|tablet&#8221; custom_margin=&#8221;||10px||false|false&#8221; box_shadow_style=&#8221;preset3&#8243; transform_styles__hover_enabled=&#8221;on|hover&#8221; transform_scale__hover=&#8221;105%|105%&#8221; transform_scale__hover_enabled=&#8221;on|hover&#8221; transform_translate__hover_enabled=&#8221;on|desktop&#8221; transform_rotate__hover_enabled=&#8221;on|desktop&#8221; transform_skew__hover_enabled=&#8221;on|desktop&#8221; transform_origin__hover_enabled=&#8221;on|desktop&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#3BB6D5&#8243; background_color=&#8221;RGBA(0,0,0,0)&#8221; custom_margin=&#8221;||5px||false|false&#8221;]<\/p>\n<p><span>Formation \u00e9ligible CPF<\/span><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;|10px|||false|false&#8221; custom_padding_phone=&#8221;|0px|||false|false&#8221; custom_padding_last_edited=&#8221;on|phone&#8221;]<\/p>\n<p><strong>Programmer en Python<\/strong><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||50px||false|false&#8221; locked=&#8221;off&#8221;][et_pb_row _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#7ebec5&#8243; custom_margin=&#8221;40px||||false|false&#8221; custom_padding=&#8221;20px||0px|20px|false|false&#8221; border_radii=&#8221;off|20px|20px||&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.7&#8243; text_font=&#8221;||||||||&#8221; text_line_height=&#8221;1.8em&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;Overpass|300|||||||&#8221; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_line_height=&#8221;1.8em&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;20px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; border_color_all=&#8221;#1a0a38&#8243;]<\/p>\n<h3><span style=\"color: #333333; font-weight:normal,\">POUR LES ENTREPRISES<\/span><\/h3>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.9.7&#8243; text_font=&#8221;||||||||&#8221; text_text_color=&#8221;#000000&#8243; text_line_height=&#8221;1em&#8221; header_font=&#8221;||||||||&#8221; header_2_font=&#8221;Overpass|300|||||||&#8221; header_2_font_size=&#8221;35px&#8221; header_2_line_height=&#8221;1.5em&#8221; header_3_line_height=&#8221;1.8em&#8221; custom_margin=&#8221;0px||20px||false|false&#8221; header_2_font_size_tablet=&#8221;30px&#8221; header_2_font_size_phone=&#8221;20px&#8221; header_2_font_size_last_edited=&#8221;on|phone&#8221; border_color_all=&#8221;#1a0a38&#8243;]<\/p>\n<h4><span style=\"color: #666666; font-weight: normal;\">D\u00e9couvrez nos solutions de formation pour vos \u00e9quipes et apprenants :<\/span><\/h4>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#7ebec5&#8243; custom_padding=&#8221;|30px|30px|30px|false|false&#8221; border_radii=&#8221;off|||20px|20px&#8221; border_color_all=&#8221;#3BB6D5&#8243;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; border_color_all=&#8221;#3BB6D5&#8243;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/06\/reflechir.jpg&#8221; alt=&#8221;R\u00e9fl\u00e9chir en amont&#8221; title_text=&#8221;reflechir&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; border_color_all=&#8221;#000000&#8243; box_shadow_style=&#8221;preset1&#8243;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;https:\/\/www.editions-eni.fr\/blog\/wp-content\/uploads\/2021\/10\/iconeElearning.png&#8221; alt=&#8221;elearning&#8221; title_text=&#8221;iconeElearning&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;10px||||false|false&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; header_4_text_color=&#8221;#FFFFFF&#8221;]<\/p>\n<h4 style=\"text-align: center;\">En e-learning avec <br \/>notre offre pour les professionnels<\/h4>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.eni-elearning.com\/fr\/informatique-technique\/&#8221; url_new_window=&#8221;on&#8221; button_text=&#8221;En savoir plus&#8221; 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distance<\/h4>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/www.eni-service.fr\/index.php\/fomation\/programmer-en-python\/%20&#8243; url_new_window=&#8221;on&#8221; button_text=&#8221;En savoir plus&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.9.7&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_color=&#8221;#FFFFFF&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221;][et_pb_row _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.9.7&#8243; text_font=&#8221;||||||||&#8221; text_line_height=&#8221;1.8em&#8221; 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