[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["很难理解","hardToUnderstand","thumb-down"],["信息或示例代码不正确","incorrectInformationOrSampleCode","thumb-down"],["没有我需要的信息/示例","missingTheInformationSamplesINeed","thumb-down"],["翻译问题","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC):2025-09-04。"],[],[],null,["# Overview of creating managed datasets on Vertex AI\n\nYou can use a managed dataset to provide the source data used\nto train AutoML and custom models on Vertex AI. A managed\ndataset is required for AutoML and is optional for\ncustom training.\n\nCreate a managed dataset for AutoML models\n------------------------------------------\n\nYou can create managed datasets for training AutoML models by using the\nGoogle Cloud console or the Vertex AI API. The instructions for how to do this\nslightly vary based on your data type and model objective. Start by preparing\nyour training data.\n\n### Image\n\nLearn how to create a managed dataset for the following types of image\nAutoML models:\n\n- [Image classification models](/vertex-ai/docs/image-data/classification/prepare-data)\n- [Image object detection models](/vertex-ai/docs/image-data/object-detection/prepare-data)\n\n### Tabular\n\nLearn how to create a managed dataset for the following types of tabular\nAutoML models:\n\n- [Tabular classification and regression models](/vertex-ai/docs/tabular-data/classification-regression/prepare-data)\n- [Tabular forecasting models](/vertex-ai/docs/tabular-data/forecasting/prepare-data)\n\n### Video\n\nLearn how to create a managed dataset for the following types of video\nAutoML models:\n\n- [Video action recognition models](/vertex-ai/docs/video-data/action-recognition/prepare-data)\n- [Video classification models](/vertex-ai/docs/video-data/classification/prepare-data)\n- [Video object tracking models](/vertex-ai/docs/video-data/object-tracking/prepare-data)\n\nCreate a managed dataset for custom trained models\n--------------------------------------------------\n\nThe instructions on how to create a managed dataset for training custom models\nare the same, regardless of your data type or model objective.\n\nFor details, see\n[Use managed datasets](/vertex-ai/docs/training/using-managed-datasets).\n\nView managed datasets using Data Catalog\n----------------------------------------\n\nData Catalog is a fully managed, scalable metadata management service\nthat provides a centralized location to search for datasets\nacross projects and regions.\n\nFor details, see\n[Use Data Catalog to search for model and dataset resources](/vertex-ai/docs/model-registry/model-data-catalog)\noverview."]]