In a scenario where you are tasked with designing a data model for a financial services company, how would you utilize Delta Lake's features to manage and optimize the data lifecycle from raw data ingestion to advanced analytics?

Simulated

Use Delta Lake for basic data storage and rely on external tools for data transformation and analytics.

0.9%

Leverage Delta Lake's capabilities for end-to-end data management, including schema enforcement, data versioning, and time-travel for auditing and compliance.

99.1%

Implement Delta Lake only for data ingestion and raw data storage, with no additional features.

0.0%

Focus on Delta Lake's performance enhancements and ignore its data governance features.

0.0%

Databricks Certified Data Engineer - Professional

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In a scenario where you are tasked with designing a data model for a financial services company, how would you utilize Delta Lake's features to manage and optimize the data lifecycle from raw data ingestion to advanced analytics?