{"id":233823,"date":"2024-03-21T09:24:38","date_gmt":"2024-03-21T09:24:38","guid":{"rendered":"https:\/\/datascientest.com\/?p=233823"},"modified":"2024-03-21T09:24:40","modified_gmt":"2024-03-21T09:24:40","slug":"dix-astuces-python-indispensables","status":"publish","type":"post","link":"https:\/\/datascientest.com\/dix-astuces-python-indispensables","title":{"rendered":"10 astuces Python qui vont vous changer la vie !"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"233823\" class=\"elementor elementor-233823\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6def7f5 e-flex e-con-boxed e-con\" data-id=\"6def7f5\" 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-6bce229 elementor-widget elementor-widget-heading\" data-id=\"6bce229\" 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\">Salut \u00e0 toi amateur de code ! Aujourd'hui, je vais te partager 10 astuces Python qui ont chang\u00e9 ma vie. Que tu sois d\u00e9butant ou d\u00e9j\u00e0 un expert, ces astuces vont non seulement simplifier ton code, mais aussi te faire gagner un temps pr\u00e9cieux.\n\nPr\u00eat \u00e0 d\u00e9couvrir comment rendre ton exp\u00e9rience de programmation avec Python encore plus agr\u00e9able ? Alors, plongeons directement d\u00e9couvrir dans ces astuces qui vont te faciliter la vie !<\/h2>\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-cc95c78 e-flex e-con-boxed e-con\" data-id=\"cc95c78\" 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-7e174a6 elementor-widget elementor-widget-heading\" data-id=\"7e174a6\" 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\">1 : \"Le Swapping Pythonic\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82d48e6 elementor-widget elementor-widget-text-editor\" data-id=\"82d48e6\" 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;\">Imagine que tu aies besoin d&rsquo;\u00e9changer les valeurs de deux variables. Plut\u00f4t que d&rsquo;utiliser une variable temporaire, Python propose une m\u00e9thode concise et \u00e9l\u00e9gante.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-b9502dd elementor-widget elementor-widget-text-editor\" data-id=\"b9502dd\" 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<pre># Avant le swapping<br \/>a = 5<br \/>b = 10<br \/><br \/># Swapping Pythonic<br \/>a, b = b, a<br \/><br \/># Apr\u00e8s le swapping<br \/>print(\"a :\", a) # Maintenant, a vaut 10<br \/>print(\"b :\", b) # Maintenant, b vaut 5<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-858b2f7 elementor-widget elementor-widget-text-editor\" data-id=\"858b2f7\" 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;\">Cette astuce utilise la syntaxe <\/span><span style=\"font-weight: 400; color: #339966;\">a, b = b, a<\/span><span style=\"font-weight: 400;\"> pour \u00e9changer les valeurs de <\/span><span style=\"font-weight: 400;\">a<\/span><span style=\"font-weight: 400;\"> et <\/span><span style=\"font-weight: 400;\">b<\/span><span style=\"font-weight: 400;\"> sans avoir besoin d&rsquo;une variable temporaire.<\/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-fb71933 e-flex e-con-boxed e-con\" data-id=\"fb71933\" 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-5867718 elementor-widget elementor-widget-heading\" data-id=\"5867718\" 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\">2 : \"List Comprehension Magic\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b32161 elementor-widget elementor-widget-text-editor\" data-id=\"4b32161\" 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;\">Si tu veux cr\u00e9er une liste en Python en appliquant une op\u00e9ration \u00e0 chaque \u00e9l\u00e9ment d&rsquo;une autre liste, il existe un moyen concis et \u00e9l\u00e9gant pour le faire.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Utiliser la <em>List Comprehension<\/em> (ou compr\u00e9hension de liste) pour cr\u00e9er des listes de mani\u00e8re plus efficace.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-4768bb5 elementor-widget elementor-widget-text-editor\" data-id=\"4768bb5\" 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<pre># Avant la List Comprehension<br \/>squares = [ ]<br \/>for x in range(1, 6):<br \/>squares.append(x**2)<br \/><br \/># Avec List Comprehension<br \/>squares = [x**2 for x in range(1, 6)]<br \/><br \/># Affichage<br \/>print(squares) # Output: [1, 4, 9, 16, 25]<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd161b1 elementor-widget elementor-widget-text-editor\" data-id=\"fd161b1\" 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;\">La <em>List Comprehension<\/em> permet de r\u00e9duire le code tout en gardant la lisibilit\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-b04bdaf elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b04bdaf\" 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\/formation-data-analyst\">\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 apprendre sur les astuces Python<\/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-7be7c18 e-flex e-con-boxed e-con\" data-id=\"7be7c18\" 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-16b3d6e elementor-widget elementor-widget-heading\" data-id=\"16b3d6e\" 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\">3 : \"Les Fonctions Lambda\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3126ea9 elementor-widget elementor-widget-text-editor\" data-id=\"3126ea9\" 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;\">Parfois, tu as besoin d&rsquo;une petite fonction rapide sans avoir \u00e0 la d\u00e9finir formellement.<\/span><\/p><p><b><i>Astuce <\/i><\/b>: <span style=\"font-weight: 400;\">Utiliser les <em>fonctions lambda<\/em> pour cr\u00e9er des fonctions anonymes en une seule ligne.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-0bdc869 elementor-widget elementor-widget-text-editor\" data-id=\"0bdc869\" 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<pre># Fonction normale<br \/>def addition(a, b):<br \/>return a + b<br \/><br \/># Fonction lambda \u00e9quivalente<br \/>addition_lambda = lambda a, b: a + b<br \/><br \/># Utilisation<br \/>result = addition_lambda(3, 5)<br \/>print(result) # Output: 8<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dc0e13 elementor-widget elementor-widget-text-editor\" data-id=\"6dc0e13\" 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 fonctions lambda sont pratiques pour des fonctions simples sans la n\u00e9cessit\u00e9 de les d\u00e9finir s\u00e9par\u00e9ment.<\/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-7521685 e-flex e-con-boxed e-con\" data-id=\"7521685\" 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-fba587a elementor-widget elementor-widget-heading\" data-id=\"fba587a\" 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\">4 : \"D\u00e9ballage d'Arguments\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dffe522 elementor-widget elementor-widget-text-editor\" data-id=\"dffe522\" 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;\">Lorsque tu as une liste ou un dictionnaire et que tu veux les passer comme arguments \u00e0 une fonction.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Utiliser le <em>d\u00e9ballage d&rsquo;arguments<\/em> pour passer une liste ou un dictionnaire comme arguments de fonction.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-0d1bf72 elementor-widget elementor-widget-text-editor\" data-id=\"0d1bf72\" 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<pre># Utilisation de *args pour d\u00e9baller une liste<br \/>def addition(a, b, c):<br \/>return a + b + c<br \/><br \/>arguments = [1, 2, 3]<br \/>result = addition(*arguments)<br \/>print(result) # Output: 6<br \/><br \/># Utilisation de **kwargs pour d\u00e9baller un dictionnaire<br \/>def multiplication(x, y):<br \/>return x * y<br \/><br \/>arguments_dict = {'x': 5, 'y': 3}<br \/>result = multiplication(**arguments_dict)<br \/>print(result) # Output: 15<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52a0824 elementor-widget elementor-widget-text-editor\" data-id=\"52a0824\" 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;\">Le <em>d\u00e9ballage d&rsquo;arguments<\/em> rend la manipulation de listes et de dictionnaires plus fluide lors de l&rsquo;appel de fonctions.<\/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-2c24a8a e-flex e-con-boxed e-con\" data-id=\"2c24a8a\" 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-cd8bfe6 elementor-widget elementor-widget-heading\" data-id=\"cd8bfe6\" 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\">5 : \"La Gestion \u00c9l\u00e9gante des Fichiers avec with\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e200600 elementor-widget elementor-widget-text-editor\" data-id=\"e200600\" 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;\">Pour manipuler des fichiers, il est essentiel de s&rsquo;assurer qu&rsquo;ils sont correctement ferm\u00e9s apr\u00e8s utilisation. Python propose une mani\u00e8re \u00e9l\u00e9gante de le faire.<\/span><\/p><p><span style=\"font-weight: 400;\"><em><strong>Astuce<\/strong><\/em> : Utiliser la d\u00e9claration<\/span> <i>with<\/i> pour la gestion automatique de la fermeture de fichiers.<\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-a63aeff elementor-widget elementor-widget-text-editor\" data-id=\"a63aeff\" 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<pre># Sans 'with'<br \/>file = open('exemple.txt', 'r')<br \/>content = file.read()<br \/>file.close()<br \/><br \/># Avec 'with'<br \/>with open('exemple.txt', 'r') as file:<br \/>content = file.read()<br \/># Le fichier est automatiquement ferm\u00e9 \u00e0 la sortie du bloc 'with'<br \/><br \/># Utilisation du contenu du fichier<br \/>print(content)<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12b98a5 elementor-widget elementor-widget-text-editor\" data-id=\"12b98a5\" 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<span style=\"font-weight: 400;\">La gestion automatique de la fermeture des fichiers avec <em>with<\/em> est plus propre et plus s\u00fbre.<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f239db elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"7f239db\" 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\/formation-data-analyst\">\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\">Savoir utiliser les astuces Python<\/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-01cab51 e-flex e-con-boxed e-con\" data-id=\"01cab51\" 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-9beb016 elementor-widget elementor-widget-heading\" data-id=\"9beb016\" 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\">6 : \"Les \u00c9num\u00e9rations\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52c20aa elementor-widget elementor-widget-text-editor\" data-id=\"52c20aa\" 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;\">Lorsque tu as besoin de repr\u00e9senter des valeurs constantes et d&rsquo;\u00e9viter les erreurs de saisie.<\/span><\/p><p><b><i>Astuce <\/i><\/b>: <span style=\"font-weight: 400;\">Utiliser les <em>\u00e9num\u00e9rations<\/em> pour cr\u00e9er des ensembles de valeurs constantes.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-acea96b elementor-widget elementor-widget-text-editor\" data-id=\"acea96b\" 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<pre>from enum import Enum<br \/><br \/>class Couleurs(Enum):<br \/>ROUGE = 1<br \/>VERT = 2<br \/>BLEU = 3<br \/><br \/># Utilisation<br \/>selected_color = Couleurs.ROUGE<br \/>print(selected_color) # Output: Couleurs.ROUGE<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb281e2 elementor-widget elementor-widget-text-editor\" data-id=\"cb281e2\" 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 <em>\u00e9num\u00e9rations<\/em> fournissent une mani\u00e8re propre et s\u00fbre de repr\u00e9senter des constantes dans ton code.<\/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-0824896 e-flex e-con-boxed e-con\" data-id=\"0824896\" 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-ab6ade7 elementor-widget elementor-widget-heading\" data-id=\"ab6ade7\" 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\">7 : \"Le Module collections\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a93410d elementor-widget elementor-widget-text-editor\" data-id=\"a93410d\" 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;\">Quand tu as besoin de structures de donn\u00e9es plus avanc\u00e9es que les listes et les dictionnaires standards.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Explorer le <em>module collections<\/em> pour des structures de donn\u00e9es comme les tuples nomm\u00e9s, les files d&rsquo;attente et les compteurs.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-553446f elementor-widget elementor-widget-text-editor\" data-id=\"553446f\" 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<pre>from collections import namedtuple, deque, Counter<br \/><br \/># Tuple nomm\u00e9<br \/>Personne = namedtuple('Personne', ['nom', 'age'])<br \/>personne = Personne('Alice', 30)<br \/>print(personne.nom, personne.age) # Output: Alice 30<br \/><br \/># File d'attente<br \/>file_attente = deque([1, 2, 3])<br \/>file_attente.append(4)<br \/>file_attente.popleft()<br \/>print(file_attente) # Output: deque([2, 3, 4])<br \/><br \/># Compteur<br \/>elements = [1, 2, 3, 1, 2, 1, 3, 4]<br \/>compteur = Counter(elements)<br \/>print(compteur) # Output: Counter({1: 3, 2: 2, 3: 2, 4: 1})<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dc0047 elementor-widget elementor-widget-text-editor\" data-id=\"3dc0047\" 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;\">Le <em>module collections<\/em> \u00e9tend les possibilit\u00e9s des structures de donn\u00e9es standard de Python.<\/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-d8c5b91 e-flex e-con-boxed e-con\" data-id=\"d8c5b91\" 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-6944a6f elementor-widget elementor-widget-heading\" data-id=\"6944a6f\" 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\">8 : \"Utilisation Astucieuse de zip\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75e44d3 elementor-widget elementor-widget-text-editor\" data-id=\"75e44d3\" 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;\">Lorsque tu as besoin de parcourir plusieurs listes simultan\u00e9ment.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Utiliser la fonction <em>zip<\/em> pour combiner plusieurs it\u00e9rables<\/span><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-7453bad elementor-widget elementor-widget-text-editor\" data-id=\"7453bad\" 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<pre>noms = ['Alice', 'Bob', 'Charlie']<br \/>ages = [25, 30, 35]<br \/><br \/># Sans zip<br \/>for i in range(len(noms)):<br \/>print(f\"{noms[i]} a {ages[i]} ans\")<br \/><br \/># Avec zip<br \/>for nom, age in zip(noms, ages):<br \/>print(f\"{nom} a {age} ans\")<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca0bf83 elementor-widget elementor-widget-text-editor\" data-id=\"ca0bf83\" 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;\"><em>zip<\/em> simplifie le code lorsqu&rsquo;il faut it\u00e9rer sur plusieurs listes simultan\u00e9ment.<\/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-a63315a elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"a63315a\" 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\/formation-data-analyst\">\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\">Ma\u00eetriser les astuces Python<\/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-3db272b e-flex e-con-boxed e-con\" data-id=\"3db272b\" 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-1884cff elementor-widget elementor-widget-heading\" data-id=\"1884cff\" 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\">9 : \"La Magie des D\u00e9corateurs\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1710bd elementor-widget elementor-widget-text-editor\" data-id=\"d1710bd\" 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;\">Quand tu veux ajouter une fonctionnalit\u00e9 \u00e0 une fonction existante sans la modifier directement.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Utiliser des <em>d\u00e9corateurs<\/em> pour \u00e9tendre le comportement des fonctions.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-eb495cd elementor-widget elementor-widget-text-editor\" data-id=\"eb495cd\" 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<pre># D\u00e9corateur simple<br \/>def decorateur(func):<br \/>def nouvelle_fonction():<br \/>print(\"Avant l'appel de la fonction\")<br \/>func()<br \/>print(\"Apr\u00e8s l'appel de la fonction\")<br \/>return nouvelle_fonction<br \/><br \/>@decorateur<br \/>def ma_fonction():<br \/>print(\"\u00c0 l'int\u00e9rieur de la fonction\")<br \/><br \/># Appel de la fonction d\u00e9cor\u00e9e<br \/>ma_fonction()<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1007272 elementor-widget elementor-widget-text-editor\" data-id=\"1007272\" 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 <em>d\u00e9corateurs<\/em> sont une fa\u00e7on \u00e9l\u00e9gante d&rsquo;\u00e9tendre ou de modifier le comportement des fonctions.<\/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-76f4e5d e-flex e-con-boxed e-con\" data-id=\"76f4e5d\" 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-b0e9147 elementor-widget elementor-widget-heading\" data-id=\"b0e9147\" 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\">10 : \"Les Expressions Conditionnelles Ternaires\"<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edb5af3 elementor-widget elementor-widget-text-editor\" data-id=\"edb5af3\" 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;\">Lorsque tu veux affecter une valeur en fonction d&rsquo;une condition de mani\u00e8re concise.<\/span><\/p><p><b><i>Astuce <\/i><\/b>:<span style=\"font-weight: 400;\"> Utiliser les <em>expressions conditionnelles<\/em> ternaires pour des affectations bas\u00e9es sur des conditions.<\/span><\/p><p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">Exemple de Code<\/span> :<\/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-64acd4b elementor-widget elementor-widget-text-editor\" data-id=\"64acd4b\" 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<pre># Conditionnelle traditionnelle<br \/>a = 5<br \/>if a &gt; 0:<br \/>signe = 'positif'<br \/>else:<br \/>signe = 'n\u00e9gatif'<br \/><br \/># Conditionnelle ternaire<br \/>signe = 'positif' if a &gt; 0 else 'n\u00e9gatif'<br \/><br \/># Affichage<br \/>print(signe) # Output: positif<\/pre>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de0eb61 elementor-widget elementor-widget-text-editor\" data-id=\"de0eb61\" 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 <em>expressions conditionnelles<\/em> ternaires simplifient les constructions conditionnelles pour des affectations rapides.<\/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-5beec9e e-flex e-con-boxed e-con\" data-id=\"5beec9e\" 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-5944e90 elementor-widget elementor-widget-heading\" data-id=\"5944e90\" 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<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5890da1 elementor-widget elementor-widget-text-editor\" data-id=\"5890da1\" 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;\">Voil\u00e0, nous avons explor\u00e9 ensemble 10 astuces Python qui peuvent v\u00e9ritablement changer la donne dans ton exp\u00e9rience de programmation. Que ce soit pour rendre ton code plus lisible, simplifier des t\u00e2ches courantes, ou <a href=\"https:\/\/datascientest.com\/formation-langage-python\">explorer des fonctionnalit\u00e9s avanc\u00e9es de Python<\/a>, tu as maintenant de quoi faire.<\/span><\/p><p><span style=\"font-weight: 400;\">Rappelle-toi, la programmation ne se limite pas \u00e0 \u00e9crire des lignes de code, mais aussi \u00e0 <strong>adopter des pratiques qui rendent le processus plus agr\u00e9able et efficace<\/strong>. Alors, n&rsquo;h\u00e9site pas \u00e0 int\u00e9grer ces astuces dans ton arsenal de d\u00e9veloppement et cr\u00e9er de nouvelles habitudes.<\/span><\/p><p><span style=\"font-weight: 400;\">Si tu as d&rsquo;autres astuces <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a> qui ont chang\u00e9 ta vie, n\u2019h\u00e9site pas \u00e0 les partager \u00e0 <a href=\"https:\/\/www.welcometothejungle.com\/fr\/companies\/datascientest\/team-2\">nos \u00e9quipes<\/a> par mail ou sur nos r\u00e9seaux sociaux !\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Et si tu souhaites te former aux <a href=\"https:\/\/datascientest.com\/les-metiers-de-la-data\">m\u00e9tiers de la Data<\/a>, et mettre en pratique tout ce qu\u2019on vient d\u2019apprendre, tu peux <a href=\"https:\/\/datascientest.com\/formations-data\">consulter nos formations<\/a>.<\/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-c5bb5d8 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"c5bb5d8\" 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\/formation-data-analyst\">\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\">Se former \u00e0 Python pour la 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<div class=\"elementor-element elementor-element-d0aac6a elementor-widget elementor-widget-html\" data-id=\"d0aac6a\" 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 que Python ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Python est un langage de programmation informatique g\u00e9n\u00e9raliste. Contrairement \u00e0 HTML, CSS ou JavaScript, son usage n\u2019est donc pas limit\u00e9 au d\u00e9veloppement web. Il peut \u00eatre utilis\u00e9 pour tout type de programmation et de d\u00e9veloppement logiciel.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Pourquoi utiliser Python ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Le langage Python pr\u00e9sente de nombreux points forts. De par son minimalisme, il requiert tr\u00e8s peu de temps pour commencer \u00e0 l\u2019utiliser. Sa syntaxe est con\u00e7ue pour \u00eatre lisible et directe. Les d\u00e9butants peuvent apprendre \u00e0 le ma\u00eetriser facilement. Ainsi, les d\u00e9veloppeurs passent plus de temps \u00e0 tenter de r\u00e9soudre les probl\u00e8mes qu\u2019\u00e0 s\u2019attarder sur des complexit\u00e9s de langage.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00c0 quoi servent les astuces Python ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Les astuces Python servent \u00e0 rendre le code plus lisible, \u00e0 simplifier les t\u00e2ches courantes ou \u00e0 explorer des fonctionnalit\u00e9s avanc\u00e9es de Python. Elles servent aussi \u00e0 adopter des pratiques qui rendent le processus plus agr\u00e9able et efficace.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\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>Salut \u00e0 toi amateur de code ! Aujourd&rsquo;hui, je vais te partager 10 astuces Python qui ont chang\u00e9 ma vie. Que tu sois d\u00e9butant ou d\u00e9j\u00e0 un expert, ces astuces vont non seulement simplifier ton code, mais aussi te faire gagner un temps pr\u00e9cieux. Pr\u00eat \u00e0 d\u00e9couvrir comment rendre ton exp\u00e9rience de programmation avec Python [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":233850,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2494],"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>10 astuces Python qui vont vous changer la vie !<\/title>\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\/dix-astuces-python-indispensables\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10 astuces Python qui vont vous changer la vie !\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/dix-astuces-python-indispensables\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-21T09:24:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-21T09:24:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/03\/Illu_BLOG__mlflow-copie.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"562\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"J\u00e9r\u00e9my Robert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"J\u00e9r\u00e9my Robert\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/dix-astuces-python-indispensables\",\"url\":\"https:\/\/datascientest.com\/dix-astuces-python-indispensables\",\"name\":\"10 astuces Python qui vont vous changer la vie !\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-03-21T09:24:38+00:00\",\"dateModified\":\"2024-03-21T09:24:40+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/dix-astuces-python-indispensables\"]}]},{\"@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\/7af2361c48e24e79a8aa2360e6e74925\",\"name\":\"J\u00e9r\u00e9my Robert\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/jeremyrobert.jpeg\",\"caption\":\"J\u00e9r\u00e9my Robert\"},\"description\":\"J\u00e9r\u00e9my Robert est actuellement Directeur p\u00e9dagogique B2B chez DataScientest.com. 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