In Workspace1, you create a data pipeline named Pipeline1.
You have CSV files stored in an Azure Storage account.
You need to add an activity to Pipeline1 that will copy data from the CSV files to Lakehouse1. The activity must support Power Query M formula language expressions.
Which type of activity should you add?
In a lakehouse architecture, which component provides a unified interface for managing and querying data stored in various formats and locations?
In exploratory analytics, what role does data sampling play in the analysis process?
When copying data between different storage systems in a warehouse or lakehouse, what is crucial to ensure data consistency and accuracy?
You plan to perform time series analysis of the items.
You need to transform the data, visualize the data to find insights, perform anomaly detection, and share the insights with other business users. The solution must meet the following requirements:
• Use parallel processing.
• Minimize the duplication of data.
• Minimize how long it takes to load the data.
What should you use to transform and visualize the data?
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