diff --git a/README.md b/README.md
index 2b7b46e..4f2e592 100644
--- a/README.md
+++ b/README.md
@@ -34,3 +34,10 @@ symfony console make:entity Atelier # Création d'une entité Atelier
 symfony console make:migration # Création d'une migration
 symfony console doctrine:migrations:migrate # On lance la migration
 ```
+
+### Question 3
+```bash
+symfony composer require fakerphp/faker
+symfony composer require orm-fixtures --dev
+symfony console doctrine:fixtures:load
+```
diff --git a/composer.json b/composer.json
index c579d7c..7776a7c 100644
--- a/composer.json
+++ b/composer.json
@@ -11,6 +11,7 @@
         "doctrine/doctrine-bundle": "^2.8",
         "doctrine/doctrine-migrations-bundle": "^3.2",
         "doctrine/orm": "^2.14",
+        "fakerphp/faker": "^1.21",
         "phpdocumentor/reflection-docblock": "^5.3",
         "phpstan/phpdoc-parser": "^1.16",
         "sensio/framework-extra-bundle": "^6.1",
@@ -92,6 +93,7 @@
         }
     },
     "require-dev": {
+        "doctrine/doctrine-fixtures-bundle": "^3.4",
         "phpunit/phpunit": "^10.0",
         "symfony/browser-kit": "6.2.*",
         "symfony/css-selector": "6.2.*",
diff --git a/composer.lock b/composer.lock
index 12654ef..57fa2ad 100644
--- a/composer.lock
+++ b/composer.lock
@@ -4,7 +4,7 @@
         "Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies",
         "This file is @generated automatically"
     ],
-    "content-hash": "6542c2a13eb7352113703fc03b9fbbf5",
+    "content-hash": "bc632d4e0ebaf53085b8673163075690",
     "packages": [
         {
             "name": "doctrine/annotations",
@@ -1456,6 +1456,74 @@
             ],
             "time": "2023-01-14T14:17:03+00:00"
         },
+        {
+            "name": "fakerphp/faker",
+            "version": "v1.21.0",
+            "source": {
+                "type": "git",
+                "url": "https://github.com/FakerPHP/Faker.git",
+                "reference": "92efad6a967f0b79c499705c69b662f738cc9e4d"
+            },
+            "dist": {
+                "type": "zip",
+                "url": "https://api.github.com/repos/FakerPHP/Faker/zipball/92efad6a967f0b79c499705c69b662f738cc9e4d",
+                "reference": "92efad6a967f0b79c499705c69b662f738cc9e4d",
+                "shasum": ""
+            },
+            "require": {
+                "php": "^7.4 || ^8.0",
+                "psr/container": "^1.0 || ^2.0",
+                "symfony/deprecation-contracts": "^2.2 || ^3.0"
+            },
+            "conflict": {
+                "fzaninotto/faker": "*"
+            },
+            "require-dev": {
+                "bamarni/composer-bin-plugin": "^1.4.1",
+                "doctrine/persistence": "^1.3 || ^2.0",
+                "ext-intl": "*",
+                "phpunit/phpunit": "^9.5.26",
+                "symfony/phpunit-bridge": "^5.4.16"
+            },
+            "suggest": {
+                "doctrine/orm": "Required to use Faker\\ORM\\Doctrine",
+                "ext-curl": "Required by Faker\\Provider\\Image to download images.",
+                "ext-dom": "Required by Faker\\Provider\\HtmlLorem for generating random HTML.",
+                "ext-iconv": "Required by Faker\\Provider\\ru_RU\\Text::realText() for generating real Russian text.",
+                "ext-mbstring": "Required for multibyte Unicode string functionality."
+            },
+            "type": "library",
+            "extra": {
+                "branch-alias": {
+                    "dev-main": "v1.21-dev"
+                }
+            },
+            "autoload": {
+                "psr-4": {
+                    "Faker\\": "src/Faker/"
+                }
+            },
+            "notification-url": "https://packagist.org/downloads/",
+            "license": [
+                "MIT"
+            ],
+            "authors": [
+                {
+                    "name": "François Zaninotto"
+                }
+            ],
+            "description": "Faker is a PHP library that generates fake data for you.",
+            "keywords": [
+                "data",
+                "faker",
+                "fixtures"
+            ],
+            "support": {
+                "issues": "https://github.com/FakerPHP/Faker/issues",
+                "source": "https://github.com/FakerPHP/Faker/tree/v1.21.0"
+            },
+            "time": "2022-12-13T13:54:32+00:00"
+        },
         {
             "name": "friendsofphp/proxy-manager-lts",
             "version": "v1.0.14",
@@ -7494,6 +7562,171 @@
         }
     ],
     "packages-dev": [
+        {
+            "name": "doctrine/data-fixtures",
+            "version": "1.6.3",
+            "source": {
+                "type": "git",
+                "url": "https://github.com/doctrine/data-fixtures.git",
+                "reference": "c27821d038e64f1bfc852a94064d65d2a75ad01f"
+            },
+            "dist": {
+                "type": "zip",
+                "url": "https://api.github.com/repos/doctrine/data-fixtures/zipball/c27821d038e64f1bfc852a94064d65d2a75ad01f",
+                "reference": "c27821d038e64f1bfc852a94064d65d2a75ad01f",
+                "shasum": ""
+            },
+            "require": {
+                "doctrine/persistence": "^1.3.3|^2.0|^3.0",
+                "php": "^7.2 || ^8.0"
+            },
+            "conflict": {
+                "doctrine/dbal": "<2.13",
+                "doctrine/orm": "<2.12",
+                "doctrine/phpcr-odm": "<1.3.0"
+            },
+            "require-dev": {
+                "doctrine/coding-standard": "^10.0",
+                "doctrine/dbal": "^2.13 || ^3.0",
+                "doctrine/deprecations": "^1.0",
+                "doctrine/mongodb-odm": "^1.3.0 || ^2.0.0",
+                "doctrine/orm": "^2.12",
+                "ext-sqlite3": "*",
+                "phpstan/phpstan": "^1.5",
+                "phpunit/phpunit": "^8.5 || ^9.5",
+                "symfony/cache": "^5.0 || ^6.0",
+                "vimeo/psalm": "^4.10"
+            },
+            "suggest": {
+                "alcaeus/mongo-php-adapter": "For using MongoDB ODM 1.3 with PHP 7 (deprecated)",
+                "doctrine/mongodb-odm": "For loading MongoDB ODM fixtures",
+                "doctrine/orm": "For loading ORM fixtures",
+                "doctrine/phpcr-odm": "For loading PHPCR ODM fixtures"
+            },
+            "type": "library",
+            "autoload": {
+                "psr-4": {
+                    "Doctrine\\Common\\DataFixtures\\": "lib/Doctrine/Common/DataFixtures"
+                }
+            },
+            "notification-url": "https://packagist.org/downloads/",
+            "license": [
+                "MIT"
+            ],
+            "authors": [
+                {
+                    "name": "Jonathan Wage",
+                    "email": "jonwage@gmail.com"
+                }
+            ],
+            "description": "Data Fixtures for all Doctrine Object Managers",
+            "homepage": "https://www.doctrine-project.org",
+            "keywords": [
+                "database"
+            ],
+            "support": {
+                "issues": "https://github.com/doctrine/data-fixtures/issues",
+                "source": "https://github.com/doctrine/data-fixtures/tree/1.6.3"
+            },
+            "funding": [
+                {
+                    "url": "https://www.doctrine-project.org/sponsorship.html",
+                    "type": "custom"
+                },
+                {
+                    "url": "https://www.patreon.com/phpdoctrine",
+                    "type": "patreon"
+                },
+                {
+                    "url": "https://tidelift.com/funding/github/packagist/doctrine%2Fdata-fixtures",
+                    "type": "tidelift"
+                }
+            ],
+            "time": "2023-01-07T15:10:22+00:00"
+        },
+        {
+            "name": "doctrine/doctrine-fixtures-bundle",
+            "version": "3.4.2",
+            "source": {
+                "type": "git",
+                "url": "https://github.com/doctrine/DoctrineFixturesBundle.git",
+                "reference": "601988c5b46dbd20a0f886f967210aba378a6fd5"
+            },
+            "dist": {
+                "type": "zip",
+                "url": "https://api.github.com/repos/doctrine/DoctrineFixturesBundle/zipball/601988c5b46dbd20a0f886f967210aba378a6fd5",
+                "reference": "601988c5b46dbd20a0f886f967210aba378a6fd5",
+                "shasum": ""
+            },
+            "require": {
+                "doctrine/data-fixtures": "^1.3",
+                "doctrine/doctrine-bundle": "^1.11|^2.0",
+                "doctrine/orm": "^2.6.0",
+                "doctrine/persistence": "^1.3.7|^2.0|^3.0",
+                "php": "^7.1 || ^8.0",
+                "symfony/config": "^3.4|^4.3|^5.0|^6.0",
+                "symfony/console": "^3.4|^4.3|^5.0|^6.0",
+                "symfony/dependency-injection": "^3.4.47|^4.3|^5.0|^6.0",
+                "symfony/doctrine-bridge": "^3.4|^4.1|^5.0|^6.0",
+                "symfony/http-kernel": "^3.4|^4.3|^5.0|^6.0"
+            },
+            "require-dev": {
+                "doctrine/coding-standard": "^9",
+                "phpstan/phpstan": "^1.4.10",
+                "phpunit/phpunit": "^7.5.20 || ^8.5.26 || ^9.5.20",
+                "symfony/phpunit-bridge": "^6.0.8",
+                "vimeo/psalm": "^4.22"
+            },
+            "type": "symfony-bundle",
+            "autoload": {
+                "psr-4": {
+                    "Doctrine\\Bundle\\FixturesBundle\\": ""
+                }
+            },
+            "notification-url": "https://packagist.org/downloads/",
+            "license": [
+                "MIT"
+            ],
+            "authors": [
+                {
+                    "name": "Fabien Potencier",
+                    "email": "fabien@symfony.com"
+                },
+                {
+                    "name": "Doctrine Project",
+                    "homepage": "https://www.doctrine-project.org"
+                },
+                {
+                    "name": "Symfony Community",
+                    "homepage": "https://symfony.com/contributors"
+                }
+            ],
+            "description": "Symfony DoctrineFixturesBundle",
+            "homepage": "https://www.doctrine-project.org",
+            "keywords": [
+                "Fixture",
+                "persistence"
+            ],
+            "support": {
+                "issues": "https://github.com/doctrine/DoctrineFixturesBundle/issues",
+                "source": "https://github.com/doctrine/DoctrineFixturesBundle/tree/3.4.2"
+            },
+            "funding": [
+                {
+                    "url": "https://www.doctrine-project.org/sponsorship.html",
+                    "type": "custom"
+                },
+                {
+                    "url": "https://www.patreon.com/phpdoctrine",
+                    "type": "patreon"
+                },
+                {
+                    "url": "https://tidelift.com/funding/github/packagist/doctrine%2Fdoctrine-fixtures-bundle",
+                    "type": "tidelift"
+                }
+            ],
+            "time": "2022-04-28T17:58:29+00:00"
+        },
         {
             "name": "masterminds/html5",
             "version": "2.7.6",
diff --git a/config/bundles.php b/config/bundles.php
index c1e923b..d0afd22 100644
--- a/config/bundles.php
+++ b/config/bundles.php
@@ -13,4 +13,5 @@ return [
     Symfony\Bundle\MakerBundle\MakerBundle::class => ['dev' => true],
     Sensio\Bundle\FrameworkExtraBundle\SensioFrameworkExtraBundle::class => ['all' => true],
     Symfony\WebpackEncoreBundle\WebpackEncoreBundle::class => ['all' => true],
+    Doctrine\Bundle\FixturesBundle\DoctrineFixturesBundle::class => ['dev' => true, 'test' => true],
 ];
diff --git a/src/DataFixtures/AppFixtures.php b/src/DataFixtures/AppFixtures.php
new file mode 100644
index 0000000..987f6fe
--- /dev/null
+++ b/src/DataFixtures/AppFixtures.php
@@ -0,0 +1,17 @@
+<?php
+
+namespace App\DataFixtures;
+
+use Doctrine\Bundle\FixturesBundle\Fixture;
+use Doctrine\Persistence\ObjectManager;
+
+class AppFixtures extends Fixture
+{
+    public function load(ObjectManager $manager): void
+    {
+        // $product = new Product();
+        // $manager->persist($product);
+
+        $manager->flush();
+    }
+}
diff --git a/src/DataFixtures/AtelierFixture.php b/src/DataFixtures/AtelierFixture.php
new file mode 100644
index 0000000..c72d9d4
--- /dev/null
+++ b/src/DataFixtures/AtelierFixture.php
@@ -0,0 +1,21 @@
+<?php
+
+namespace App\DataFixtures;
+
+use App\Entity\Atelier;
+use Doctrine\Bundle\FixturesBundle\Fixture;
+use Doctrine\Persistence\ObjectManager;
+
+class AtelierFixture extends Fixture
+{
+    public function load(ObjectManager $manager): void
+    {
+        $faker = \Faker\Factory::create("fr_FR");
+        for($i=0; $i<= 20; $i++){
+            $atelier = new Atelier();
+            $atelier->setNom($faker->word)->setDescription("# " . $faker->sentence(3) . "\n" . $faker->paragraph());
+            $manager->persist($atelier);
+        }
+        $manager->flush();
+    }
+}
diff --git a/symfony.lock b/symfony.lock
index de017eb..5e31198 100644
--- a/symfony.lock
+++ b/symfony.lock
@@ -22,6 +22,18 @@
             "src/Repository/.gitignore"
         ]
     },
+    "doctrine/doctrine-fixtures-bundle": {
+        "version": "3.4",
+        "recipe": {
+            "repo": "github.com/symfony/recipes",
+            "branch": "main",
+            "version": "3.0",
+            "ref": "1f5514cfa15b947298df4d771e694e578d4c204d"
+        },
+        "files": [
+            "src/DataFixtures/AppFixtures.php"
+        ]
+    },
     "doctrine/doctrine-migrations-bundle": {
         "version": "3.2",
         "recipe": {