mirror of
https://github.com/GoogleCloudPlatform/vertex-ai-samples.git
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Andrew FerlitschandGitHub
2c9c8db15c
* feat: add autogen index * fix: missed the REAME * fix: update autogen index * feat: add autogen index
26 lines
1.1 KiB
Markdown
26 lines
1.1 KiB
Markdown
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[Using Vertex AI Feature Store with pandas DataFrame](official/feature_store/sdk-feature-store-pandas.ipynb)
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Learn how to use `Vertex AI Feature Store` with pandas DataFrame.
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The steps performed include:
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- Ingest Feature values from Pandas DataFrame into Feature Store's Entity types.
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- Read Entity Feature values from Online Feature Store into Pandas DataFrame.
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- Batch serve Feature values from your Feature Store into Pandas DataFrame.
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- Online serving with updated feature values.
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- Point-in-time correctness to fetch feature values for training.
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[Online and Batch predictions using Vertex AI Feature Store](official/feature_store/sdk-feature-store.ipynb)
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Learn how to use `Vertex AI Feature Store` to import feature data, and to access the feature data for both online serving and offline tasks, such as training.
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The steps performed include:
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- Create featurestore, entity type, and feature resources.
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- Import feature data into `Vertex AI Feature Store` resource.
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- Serve online prediction requests using the imported features.
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- Access imported features in offline jobs, such as training jobs.
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