Data Contracts

3 items tagged with "data-contracts"

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Best Practices1

Data Contracts

Explicit, version-controlled agreements between data producers and consumers that define schema, semantics, quality, and SLAs to prevent breaking changes.

Blueprints2

Blueprint

Build a Change Data Capture (CDC) Pipeline Blueprint

Stand up a CDC pipeline with Debezium and Kafka to stream database changes in real time to downstream consumers.

Blueprint

Classic ML to Feature Store and Serving Blueprint

Migrate ad-hoc feature engineering for classic ML models to a central feature store with consistent offline training and online serving.