Vertex AI Workbench: 사용자 관리형 노트북 문서
사용자 관리형 노트북 인스턴스는 데이터 과학자와 머신러닝 개발자가 모델을 실험, 개발하여 프로덕션에 배포할 수 있도록 통합되고 안전한 JupyterLab 환경을 제공합니다. 사용자 관리형 노트북 인스턴스에는 최신 데이터 과학 및 머신러닝 프레임워크가 사전 설치되어 있습니다.
자세히 알아보기
무료 크레딧 $300로 개념 증명 시작
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Gemini 2.0 Flash Thinking 이용
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AI API 및 BigQuery를 포함하여 인기 제품 월별 무료 사용량
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자동 청구, 약정 없음
20개가 넘는 항상 무료 제품을 계속 살펴보기
AI API, VM, 데이터 웨어하우스 등 일반적인 사용 사례에 20개가 넘는 무료 제품을 사용할 수 있습니다.
달리 명시되지 않는 한 이 페이지의 콘텐츠에는 Creative Commons Attribution 4.0 라이선스에 따라 라이선스가 부여되며, 코드 샘플에는 Apache 2.0 라이선스에 따라 라이선스가 부여됩니다. 자세한 내용은 Google Developers 사이트 정책을 참조하세요. 자바는 Oracle 및/또는 Oracle 계열사의 등록 상표입니다.
최종 업데이트: 2025-09-04(UTC)
[[["이해하기 쉬움","easyToUnderstand","thumb-up"],["문제가 해결됨","solvedMyProblem","thumb-up"],["기타","otherUp","thumb-up"]],[["이해하기 어려움","hardToUnderstand","thumb-down"],["잘못된 정보 또는 샘플 코드","incorrectInformationOrSampleCode","thumb-down"],["필요한 정보/샘플이 없음","missingTheInformationSamplesINeed","thumb-down"],["번역 문제","translationIssue","thumb-down"],["기타","otherDown","thumb-down"]],["최종 업데이트: 2025-09-04(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--------------"]]
