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Which of the following components are part of the Databricks Lakehouse architecture?
Delta Lake
Apache Kafka
Data Warehouse
Apache Spark
What is the primary advantage of using Delta Lake in a Lakehouse architecture?
Supports ACID transactions
Provides a NoSQL database
Enables real-time data streaming
Offers built-in machine learning capabilities
In the context of Databricks Lakehouse, what does the term 'schema evolution' refer to?
The ability to change the data schema over time
The process of optimizing query performance
The method of data ingestion
The integration of machine learning models
Which of the following best describes the data storage format used in Databricks Lakehouse?
Parquet
JSON
CSV
Delta format
How does Databricks Lakehouse handle data governance?
Through Unity Catalog
By using Apache Ranger
With role-based access control (RBAC)
By implementing data masking
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9 Modules