Tetap teratur dengan koleksi
Simpan dan kategorikan konten berdasarkan preferensi Anda.
Komponen perkiraan memungkinkan Anda menyusun pipeline perkiraan data tabulasi dengan AutoML.
Model perkiraan memprediksi urutan nilai.
Untuk mengetahui informasi selengkapnya, lihat Membuat perkiraan dengan AutoML.
Google Cloud SDK mencakup operator berikut yang terkait dengan pipeline perkiraan data tabular:
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-09-04 UTC."],[],[],null,["# Forecasting components\n\nThe forecasting components let you compose\ntabular data forecasting pipelines with AutoML.\nForecasting models predict a sequence of values.\nFor more information, see [Forecasting with AutoML](/vertex-ai/docs/tabular-data/tabular-workflows/forecasting).\n\nThe Google Cloud SDK includes the following operators related to tabular data forecasting pipelines:\n\n\n- [`ForecastingPrepareDataForTrainOp`](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/forecasting.html#v1.forecasting.ForecastingPrepareDataForTrainOp)\n- [`ForecastingPreprocessingOp`](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/forecasting.html#v1.forecasting.ForecastingPreprocessingOp)\n- [`ForecastingValidationOp`](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/forecasting.html#v1.forecasting.ForecastingValidationOp)\n\n\u003cbr /\u003e\n\nAPI reference\n-------------\n\nFor component reference, see the\n[Google Cloud SDK reference page for Forecasting components](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/forecasting.html).\n\n\n- [`VertexNotificationEmailOp`](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/api/v1/vertex_notification_email.html#v1.vertex_notification_email.VertexNotificationEmailOp)\n\n\u003cbr /\u003e\n\nVersion history and release notes\n---------------------------------\n\nTo learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the [Google Cloud Pipeline Components SDK Release Notes](https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.19.0/release.html)."]]
