Les instances de notebooks gérés par l'utilisateur offrent un environnement JupyterLab intégré et sécurisé dans lequel les data scientists et les développeurs en machine learning peuvent expérimenter, développer et déployer des modèles en production. Les instances de notebooks gérés par l'utilisateur sont préinstallées avec les derniers frameworks de data science et de machine learning.
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Sauf indication contraire, le contenu de cette page est régi par une licence Creative Commons Attribution 4.0, et les échantillons de code sont régis par une licence Apache 2.0. Pour en savoir plus, consultez les Règles du site Google Developers. Java est une marque déposée d'Oracle et/ou de ses sociétés affiliées.
Dernière mise à jour le 2025/08/18 (UTC).
[[["Facile à comprendre","easyToUnderstand","thumb-up"],["J'ai pu résoudre mon problème","solvedMyProblem","thumb-up"],["Autre","otherUp","thumb-up"]],[["Difficile à comprendre","hardToUnderstand","thumb-down"],["Informations ou exemple de code incorrects","incorrectInformationOrSampleCode","thumb-down"],["Il n'y a pas l'information/les exemples dont j'ai besoin","missingTheInformationSamplesINeed","thumb-down"],["Problème de traduction","translationIssue","thumb-down"],["Autre","otherDown","thumb-down"]],["Dernière mise à jour le 2025/08/18 (UTC)."],[],[],null,["# Vertex AI Workbench: User-managed notebooks documentation\n\nVertex AI Workbench: User-managed notebooks\ndocumentation\n=========================================================\n\n[Read product documentation](/vertex-ai/docs/workbench/user-managed/introduction)\n|\n| Vertex AI Workbench user-managed notebooks is\n| [deprecated](/vertex-ai/docs/deprecations). On\n| April 14, 2025, support for\n| user-managed notebooks will end and the ability to create user-managed notebooks instances\n| will be removed. Existing instances will continue to function\n| but patches, updates, and upgrades won't be available. To continue using\n| Vertex AI Workbench, we recommend that you\n| [migrate\n| your user-managed notebooks instances to Vertex AI Workbench instances](/vertex-ai/docs/workbench/user-managed/migrate-to-instances).\n\n\nUser-managed notebooks instances offer an integrated and secure\nJupyterLab environment for data scientists and machine learning developers\nto experiment, develop, and deploy models into production. User-managed notebooks\ninstances come preinstalled with the latest data science\nand machine learning frameworks.\n[Learn more](/vertex-ai/docs/workbench/user-managed/introduction).\n[Get started for free](https://console.cloud.google.com/freetrial) \n\n#### Start your proof of concept with $300 in free credit\n\n- Get access to Gemini 2.0 Flash Thinking\n- Free monthly usage of popular products, including AI APIs and BigQuery\n- No automatic charges, no commitment \n[View free product offers](/free/docs/free-cloud-features#free-tier) \n\n#### Keep exploring with 20+ always-free products\n\n\nAccess 20+ free products for common use cases, including AI APIs, VMs, data warehouses,\nand more.\n\nDocumentation resources\n-----------------------\n\nFind quickstarts and guides, review key references, and get help with common issues. \nformat_list_numbered\n\n### Guides\n\n-\n\n [Create a user-managed notebooks instance](/vertex-ai/docs/workbench/user-managed/create-new)\n\n-\n\n [Introduction to user-managed notebooks](/vertex-ai/docs/workbench/user-managed/introduction)\n\n-\n\n [Install dependencies](/vertex-ai/docs/workbench/user-managed/dependencies)\n\nemoji_objects\n\n### Concepts\n\n-\n\n [Change machine type and configure GPUs of a user-managed notebooks instance](/vertex-ai/docs/workbench/user-managed/manage-hardware-accelerators)\n\n-\n\n [Use R with BigQuery](/vertex-ai/docs/workbench/user-managed/use-r-bigquery)\n\n-\n\n [Save a notebook to GitHub](/vertex-ai/docs/workbench/user-managed/save-to-github)\n\ninfo\n\n### Resources\n\n-\n\n [Pricing](/vertex-ai/pricing)\n\n-\n\n [Release notes](/vertex-ai/docs/release-notes)\n\n-\n\n [Get support](/vertex-ai/docs/support/getting-support)\n\nRelated videos\n--------------"]]
