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Daily focus: Design and implement a data model: Define a relationship's cardinality and cross-filter direction

06 October 2026 · Model the data (25–30%)

Focus on this objective today: Design and implement a data model: Define a relationship's cardinality and cross-filter direction. Explain it in your own words, apply it to one realistic scenario, and verify the details against the official source. Source context: Read in English Design and implement data pipelines with Azure Databricks Module 10 Units Feedback Intermediate Data Engineer Azure Databricks Learn to design and implement robust data pipelines in Azure Databricks using notebooks and Lakeflow Spark Declarative Pipelines, covering orchestration, error handling, and task logic. Learning objectives By the end of this module, you'll be able to: Design the order of operations for data pipelines from ingestion to serving. Choose between notebooks and Lakeflow Spark Declarative Pipelines based on use cases.

Objective

Design and implement a data model: Define a relationship's cardinality and cross-filter direction

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