{"id":212723,"date":"2023-10-12T05:30:00","date_gmt":"2023-10-12T05:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=212723"},"modified":"2023-11-09T14:21:33","modified_gmt":"2023-11-09T14:21:33","slug":"paas-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/paas-tout-savoir","title":{"rendered":"PaaS (Platform as a Service) : Qu&rsquo;est-ce que c&rsquo;est ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"212723\" class=\"elementor elementor-212723\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a469135 e-flex e-con-boxed e-con\" data-id=\"a469135\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dca5204 elementor-widget elementor-widget-heading\" data-id=\"dca5204\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Une PaaS ou Plateforme en tant que Service cloud offre une gamme d\u2019outils, de services et d\u2019environnements pour faciliter le d\u00e9veloppement, le test et le d\u00e9ploiement d\u2019applications. Ces solutions sont devenues incontournables dans le domaine du d\u00e9veloppement logiciel et de la Data Science. D\u00e9couvrez tout ce qu\u2019il faut savoir, et comment les ma\u00eetriser !<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5acde52 elementor-widget elementor-widget-text-editor\" data-id=\"5acde52\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Depuis les d\u00e9buts de l\u2019informatique, les entreprises recherchent constamment des moyens de simplifier et d\u2019<strong>acc\u00e9l\u00e9rer le d\u00e9veloppement et le d\u00e9ploiement d\u2019applications<\/strong>.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De m\u00eame, les professionnels de la Data Science ont besoin d\u2019outils et d\u2019infrastructures pour manipuler, analyser et extraire des connaissances exploitables \u00e0 partir de vastes ensembles de donn\u00e9es.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Avec l\u2019\u00e9mergence du Cloud Computing, un <strong>nouveau concept<\/strong> s\u2019est impos\u00e9 comme une r\u00e9ponse innovante \u00e0 ces d\u00e9fis modernes : la PaaS ou Plateforme en tant que Service.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-292e244 e-flex e-con-boxed e-con\" data-id=\"292e244\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a95f38 elementor-widget elementor-widget-heading\" data-id=\"6a95f38\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce qu\u2019une PaaS ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cef09d elementor-widget elementor-widget-text-editor\" data-id=\"5cef09d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Les <a href=\"https:\/\/datascientest.com\/differences-clouds\"><span style=\"text-decoration: underline;\"><strong>fournisseurs de cloud computing<\/strong><\/span><\/a> comme AWS, Azure et Google proposent une <strong>large diversit\u00e9 de services<\/strong> pour r\u00e9pondre aux besoins des entreprises.\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Parmi les principales cat\u00e9gories de services, les PaaS se distinguent comme de <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">puissantes solutions pour les \u00e9quipes de d\u00e9veloppement et les entreprises<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> cherchant \u00e0 rationaliser leurs processus de cr\u00e9ation et d\u00e9ploiement d\u2019applications.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Il s\u2019agit d\u2019une <strong>plateforme de d\u00e9veloppement et de d\u00e9ploiement d\u2019applications<\/strong> fournissant un environnement complet aux d\u00e9veloppeurs, \u00e9liminant la n\u00e9cessit\u00e9 de g\u00e9rer les aspects sous-jacents de l\u2019infrastructure.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">C\u2019est donc une couche d\u2019abstraction entre l\u2019infrastructure physique et les applications elles-m\u00eames. Elle permet aux utilisateurs de <strong>gagner un temps pr\u00e9cieux<\/strong> et de rester focalis\u00e9s sur leurs t\u00e2ches principales.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ses caract\u00e9ristiques cl\u00e9s comprennent la mise \u00e0 disposition d\u2019outils de d\u00e9veloppement int\u00e9gr\u00e9s, de langages de programmation, de biblioth\u00e8ques, de bases de donn\u00e9es, et d\u2019autres composants n\u00e9cessaires pour la cr\u00e9ation d\u2019applications.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, une PaaS automatise de nombreuses t\u00e2ches d&rsquo;administration comme <strong>la gestion de l\u2019\u00e9volutivit\u00e9, la mise en r\u00e9seau et la s\u00e9curit\u00e9<\/strong>. Il ne s\u2019agit pas seulement d\u2019une infrastructure sous-jacente, mais d\u2019un \u00e9cosyst\u00e8me complet permettant de lib\u00e9rer la cr\u00e9ativit\u00e9 et la productivit\u00e9. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e497077 elementor-widget elementor-widget-image\" data-id=\"e497077\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-1.jpg\" class=\"attachment-full size-full wp-image-212778\" alt=\"paas-1\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-1.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-1-300x167.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-1-768x427.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b29a569 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b29a569\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0997c3 e-flex e-con-boxed e-con\" data-id=\"d0997c3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c567fad elementor-widget elementor-widget-heading\" data-id=\"c567fad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quels sont les avantages ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25b225d elementor-widget elementor-widget-text-editor\" data-id=\"25b225d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L\u2019un des principaux bienfaits des PaaS est d\u2019<strong>acc\u00e9l\u00e9rer le cycle de d\u00e9veloppement des applications<\/strong>. Les outils pr\u00e9configur\u00e9s, les <a href=\"https:\/\/datascientest.com\/quest-ce-quun-framework\"><span style=\"text-decoration: underline;\"><strong>frameworks<\/strong><\/span><\/a> et les environnements pr\u00eats \u00e0 l\u2019emploi permettent aux d\u00e9veloppeurs de se concentrer sur la cr\u00e9ation de fonctionnalit\u00e9s et d\u2019exp\u00e9riences utilisateur uniques.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, les PaaS favorisent la collaboration en permettant aux \u00e9quipes de travail de partager et de co\u00e9diter le code en temps r\u00e9el. L\u2019<strong>efficacit\u00e9 globale du processus<\/strong> s\u2019en trouve am\u00e9lior\u00e9e.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ces plateformes simplifient une autre phrase critique du cycle de vie des applications : le <strong>d\u00e9ploiement<\/strong>. Il peut s\u2019agir d\u2019un processus complexe et sujet \u00e0 des erreurs, mais le PaaS permet de surmonter ces obstacles gr\u00e2ce \u00e0 l\u2019<strong>automatisation des t\u00e2ches de gestion<\/strong>.\u00a0\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">La capacit\u00e9 \u00e0 mettre \u00e0 l\u2019\u00e9chelle de mani\u00e8re transparente en fonction de la demande garantit des performances stables pour les applications, m\u00eame face aux fluctuations des charges de travail.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Sur le plan \u00e9conomique, les PaaS pr\u00e9sentent aussi l\u2019avantage d\u2019<strong>\u00e9liminer le besoin d\u2019acheter et de g\u00e9rer une infrastructure mat\u00e9rielle<\/strong>. Les entreprises peuvent ainsi se d\u00e9barrasser des co\u00fbts li\u00e9s \u00e0 l\u2019achat, \u00e0 la maintenance et \u00e0 la mise \u00e0 niveau de serveurs et de mat\u00e9riel informatique.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Le mod\u00e8le de paiement \u00e0 l\u2019utilisation permet aussi de ne payer que pour les ressources r\u00e9ellement consomm\u00e9es. Ceci permet de <strong>mieux g\u00e9rer et utiliser le budget IT<\/strong>. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a5505cc e-flex e-con-boxed e-con\" data-id=\"a5505cc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80736d2 elementor-widget elementor-widget-heading\" data-id=\"80736d2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00c0 quoi \u00e7a sert ? <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a11e853 elementor-widget elementor-widget-text-editor\" data-id=\"a11e853\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Tr\u00e8s utiles dans divers domaines de l\u2019informatique et de la technologie, les PaaS trouvent des applications vari\u00e9es.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Ils sont bien \u00e9videmment utilis\u00e9s pour le <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">d\u00e9veloppement d\u2019applications web<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">. Les frameworks et outils pr\u00e9configur\u00e9s permettent de cr\u00e9er rapidement des applis modernes \u00e0 l\u2019aide de langages populaires comme <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Python<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">, <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">JavaScript<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\"> et <\/span><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Ruby<\/strong><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, la facilit\u00e9 d\u2019int\u00e9gration de bases de donn\u00e9es et de services tiers simplifie le processus de cr\u00e9ation d\u2019applications riches en fonctionnalit\u00e9s.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Un autre cas d\u2019usage majeur est l\u2019Internet des Objets. Les PaaS permettent de g\u00e9rer les flux de donn\u00e9es massifs g\u00e9n\u00e9r\u00e9s et transmis en temps r\u00e9el par des milliards d\u2019objets connect\u00e9s, d\u2019analyser les informations collect\u00e9es et de d\u00e9velopper des solutions innovantes.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ainsi, les entreprises peuvent <strong>cr\u00e9er des solutions IoT intelligentes et connect\u00e9es<\/strong>. On peut citer par exemple les syst\u00e8mes de surveillance industrielle ou les appareils de la Smart Home.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Par ailleurs, les entreprises manipulant de grandes quantit\u00e9s de donn\u00e9es peuvent adopter <strong>les PaaS pour le traitement et l\u2019analyse<\/strong>. Ces services permettent de traiter en temps r\u00e9el, d\u2019analyser et d\u2019\u00e9voluer rapidement en fonction des besoins croissants.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ceci ouvre la voie \u00e0 des applications de business intelligence avanc\u00e9es, d\u2019<strong>analyse pr\u00e9dictive<\/strong> et d\u2019<strong>apprentissage automatique<\/strong>. C\u2019est ce que nous allons voir en d\u00e9tail dans le chapitre suivant !\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec736d5 elementor-widget elementor-widget-image\" data-id=\"ec736d5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-2.jpg\" class=\"attachment-full size-full wp-image-212779\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-2.jpg 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-2-300x167.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-2-768x427.jpg 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e80e81 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9e80e81\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus sur nos formations en Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c50d65 e-flex e-con-boxed e-con\" data-id=\"2c50d65\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59ea6b0 elementor-widget elementor-widget-heading\" data-id=\"59ea6b0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quel est le r\u00f4le des PaaS en Data Science ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d425b3 elementor-widget elementor-widget-text-editor\" data-id=\"5d425b3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Une plateforme en tant que service est tr\u00e8s utile pour le <strong>d\u00e9ploiement de mod\u00e8les de Machine Learning<\/strong> <strong>et d\u2019intelligence<\/strong> \u00e0 grande \u00e9chelle. Les solutions de d\u00e9ploiement int\u00e9gr\u00e9es permettent une mise en production rapide et efficace.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Elle offre aussi des fonctionnalit\u00e9s comme la scalabilit\u00e9 automatique en r\u00e9ponse \u00e0 la demande, la gestion des versions de mod\u00e8le et la surveillance des performances en temps r\u00e9el.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, l\u2019analyse en temps r\u00e9el est devenue indispensable dans de nombreux domaines, comme la finance et l\u2019IoT. C\u2019est pourquoi les PaaS sont <strong>un pr\u00e9cieux atout pour d\u00e9tecter rapidement les tendances<\/strong> \u00e9mergentes, identifier les anomalies et prendre les bonnes d\u00e9cisions.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019un des aspects des PaaS les plus b\u00e9n\u00e9fiques pour les Data Scientists est la mise \u00e0 disposition d&rsquo;<a href=\"https:\/\/datascientest.com\/ide\"><span style=\"text-decoration: underline;\"><strong>environnements de d\u00e9veloppement int\u00e9gr\u00e9 (IDE)<\/strong><\/span><\/a> sp\u00e9cialement con\u00e7us pour r\u00e9pondre \u00e0 leurs besoins.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ces IDE sont souvent \u00e9quip\u00e9s de biblioth\u00e8ques et de frameworks populaires pour l\u2019analyse de donn\u00e9es et le Machine Learning, acc\u00e9l\u00e9rant consid\u00e9rablement le processus de d\u00e9veloppement.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ceci permet <strong>la cr\u00e9ation, le test et l\u2019it\u00e9ration rapides d\u2019algorithmes et de mod\u00e8les<\/strong>. Les fonctionnalit\u00e9s de visualisation viennent compl\u00e9ter le tout afin de faciliter la compr\u00e9hension des r\u00e9sultats.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Comme vous le savez sans doute, le pilier central de la Data Science est la gestion des donn\u00e9es. L\u00e0 encore, les PaaS ont fait souffler un vent de r\u00e9volution en permettant de <strong>stocker<\/strong>, de <strong>g\u00e9rer<\/strong> et d\u2019<strong>interagir<\/strong> avec des <a href=\"https:\/\/datascientest.com\/public-datasets-machine-learning\"><span style=\"text-decoration: underline;\"><strong>datasets<\/strong><\/span><\/a> massifs et h\u00e9t\u00e9rog\u00e8nes.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Les bases de donn\u00e9es \u00e9volutives, les syst\u00e8mes de fichiers distribu\u00e9s et les services de gestion de flux de donn\u00e9es permettent aux professionnels de manipuler efficacement les donn\u00e9es dont ils ont besoin pour leurs projets !\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Et le traitement de grandes quantit\u00e9s de donn\u00e9es ou la formation de mod\u00e8les complexes exigent souvent des ressources de calcul et de stockage colossales. Gr\u00e2ce \u00e0 sa capacit\u00e9 d\u2019<strong>\u00e9volutivit\u00e9 horizontale<\/strong>, une PaaS permet d\u2019ajuster les ressources en fonction des besoins.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Les \u00e9quipes peuvent donc s\u2019adapter rapidement aux variations de la charge de travail, garantissant des performances optimales m\u00eame dans les situations les plus exigeantes.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-642d58d e-flex e-con-boxed e-con\" data-id=\"642d58d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6309d32 elementor-widget elementor-widget-heading\" data-id=\"6309d32\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion : la PaaS, une approche du d\u00e9veloppement adapt\u00e9e aux d\u00e9fis modernes<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15d9b41 elementor-widget elementor-widget-text-editor\" data-id=\"15d9b41\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En regroupant des IDE, des solutions de gestions de donn\u00e9es et une \u00e9volutivit\u00e9 sans pareil, les PaaS ont radicalement transform\u00e9 le paysage de la Data Science.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">D\u00e9sormais, les <strong>Data Scientists<\/strong> et les <strong>d\u00e9veloppeurs<\/strong> peuvent se concentrer \u00e0 100% sur l\u2019innovation et la cr\u00e9ation de solutions sans se pr\u00e9occuper des aspects complexes de l\u2019infrastructure.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 mesure que la science des donn\u00e9es gagne en importance dans divers secteurs, l\u2019adoption de ces services cloud devrait augmenter. Ils offrent l\u2019agilit\u00e9 dont les entreprises ont besoin, pour explorer les donn\u00e9es et y d\u00e9couvrir de nouvelles connaissances.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019acqu\u00e9rir des comp\u00e9tences en Data Science tout en apprenant \u00e0 ma\u00eetriser les <strong>services Cloud<\/strong> tels que les PaaS, vous pouvez <strong>choisir DataScientest<\/strong>.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Nos <strong>formations \u00e0 distance<\/strong> tels que Data Scientist, Data Analyst ou Data Engineer permettent \u00e9galement d\u2019obtenir des certifications cloud comme <a href=\"https:\/\/datascientest.com\/aws-cloud-practitioner\"><span style=\"text-decoration: underline;\"><strong>AWS Cloud Practitioner<\/strong><\/span><\/a> et <a href=\"https:\/\/datascientest.com\/certification-az-900\"><span style=\"text-decoration: underline;\"><strong>Microsoft Certified Azure Fundamentals<\/strong><\/span><\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Vous d\u00e9couvrirez les outils techniques de science des donn\u00e9es comme le <a href=\"https:\/\/datascientest.com\/python-tout-savoir\"><span style=\"text-decoration: underline;\"><strong>langage Python<\/strong><\/span><\/a>, la <a href=\"https:\/\/datascientest.com\/quest-ce-la-dataviz-le-point-avec-nos-data-experts\"><span style=\"text-decoration: underline;\"><strong>DataViz<\/strong><\/span><\/a>, le <a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\"><span style=\"text-decoration: underline;\"><strong>Machine Learning<\/strong><\/span><\/a> et la <a href=\"https:\/\/datascientest.com\/business-intelligence\"><span style=\"text-decoration: underline;\"><strong>Business Intelligence<\/strong><\/span><\/a>, mais aussi les <strong>fondamentaux du cloud<\/strong> comme les <strong>PaaS<\/strong>, <strong>IaaS<\/strong> et <strong>SaaS<\/strong>.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En parall\u00e8le, nous proposons \u00e9galement des cursus enti\u00e8rement d\u00e9di\u00e9s aux <a href=\"https:\/\/datascientest.com\/certifications-aws\"><span style=\"text-decoration: underline;\"><strong>certifications cloud AWS<\/strong><\/span><\/a> et <a href=\"https:\/\/datascientest.com\/differentes-certifications-microsoft-azure\"><span style=\"text-decoration: underline;\"><strong>Microsoft Azure<\/strong><\/span><\/a> afin de pr\u00e9parer et de passer l\u2019examen avec succ\u00e8s.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Toutes nos formations s\u2019effectuent enti\u00e8rement \u00e0 distance, et sont \u00e9ligibles au <a href=\"https:\/\/datascientest.com\/cpf-comment-utiliser-son-compte-personnel-de-formation\"><span style=\"text-decoration: underline;\"><strong>CPF<\/strong><\/span><\/a> pour le financement. <strong>D\u00e9couvrez vite DataScientest !<\/strong><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09bc752 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"09bc752\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/Hp2i6yG04jc&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02f3998 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"02f3998\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Tout savoir sur nos formations<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1977e43 elementor-widget elementor-widget-text-editor\" data-id=\"1977e43\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vous savez tout sur les PaaS. Pour plus d\u2019informations sur le m\u00eame sujet, d\u00e9couvrez&nbsp;<a href=\"https:\/\/datascientest.com\/cloud-computing\"><span style=\"text-decoration: underline;\"><strong>notre dossier d\u00e9di\u00e9 au Cloud Computing<\/strong><\/span><\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-984ba70 e-flex e-con-boxed e-con\" data-id=\"984ba70\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4cae82 elementor-widget elementor-widget-html\" data-id=\"b4cae82\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce qu\u2019une PaaS ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Les fournisseurs de cloud computing comme AWS, Azure et Google proposent une large diversit\u00e9 de services pour r\u00e9pondre aux besoins des entreprises. Parmi les principales cat\u00e9gories de services, les PaaS se distinguent comme de puissantes solutions pour les \u00e9quipes de d\u00e9veloppement et les entreprises cherchant \u00e0 rationaliser leurs processus de cr\u00e9ation et d\u00e9ploiement d\u2019applications.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les avantages ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"L\u2019un des principaux bienfaits des PaaS est d\u2019acc\u00e9l\u00e9rer le cycle de d\u00e9veloppement des applications. Les outils pr\u00e9configur\u00e9s, les frameworks et les environnements pr\u00eats \u00e0 l\u2019emploi permettent aux d\u00e9veloppeurs de se concentrer sur la cr\u00e9ation de fonctionnalit\u00e9s et d\u2019exp\u00e9riences utilisateur uniques.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00c0 quoi \u00e7a sert ? \",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Tr\u00e8s utiles dans divers domaines de l\u2019informatique et de la technologie, les PaaS trouvent des applications vari\u00e9es.Ils sont bien \u00e9videmment utilis\u00e9s pour le d\u00e9veloppement d\u2019applications web. Les frameworks et outils pr\u00e9configur\u00e9s permettent de cr\u00e9er rapidement des applis modernes \u00e0 l\u2019aide de langages populaires comme Python, JavaScript et Ruby.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quel est le r\u00f4le des PaaS en Data Science ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Une plateforme en tant que service est tr\u00e8s utile pour le d\u00e9ploiement de mod\u00e8les de Machine Learning et d\u2019intelligence \u00e0 grande \u00e9chelle. Les solutions de d\u00e9ploiement int\u00e9gr\u00e9es permettent une mise en production rapide et efficace.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Une PaaS ou Plateforme en tant que Service cloud offre une gamme d\u2019outils, de services et d\u2019environnements pour faciliter le d\u00e9veloppement, le test et le d\u00e9ploiement d\u2019applications. Ces solutions sont devenues incontournables dans le domaine du d\u00e9veloppement logiciel et de la Data Science. D\u00e9couvrez tout ce qu\u2019il faut savoir, et comment les ma\u00eetriser ! Depuis [&hellip;]<\/p>\n","protected":false},"author":79,"featured_media":212778,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2411],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>PaaS (Platform as a Service) : Qu&#039;est-ce que c&#039;est ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez ce qu&#039;il faut savoir \u00e0 propos des PaaS, ces plateformes en tant que Service cloud devenues indispensables en Data Science.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/paas-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PaaS (Platform as a Service) : Qu&#039;est-ce que c&#039;est ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/paas-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-12T05:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T14:21:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/paas-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dan Cohen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dan Cohen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/paas-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/paas-tout-savoir\",\"name\":\"PaaS (Platform as a Service) : Qu'est-ce que c'est ?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2023-10-12T05:30:00+00:00\",\"dateModified\":\"2023-11-09T14:21:33+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/61997d589648bc1d367f632ba686e354\"},\"description\":\"D\u00e9couvrez ce qu'il faut savoir \u00e0 propos des PaaS, ces plateformes en tant que Service cloud devenues indispensables en Data Science.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/paas-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/61997d589648bc1d367f632ba686e354\",\"name\":\"Dan Cohen\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/dancohen.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/dancohen.jpeg\",\"caption\":\"Dan Cohen\"},\"description\":\"Dan Cohen est actuellement Data Engineer chez DataScientest. 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