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Microsoft Implementing Analytics Solutions Using Microsoft Fabric Sample Questions (Q101-Q106):

NEW QUESTION # 101
You have a Microsoft Power Bl semantic model that contains measures. The measures use multiple calculate functions and a filter function.
You are evaluating the performance of the measures.
In which use case will replacing the filter function with the keepfilters function reduce execution time?

• A. when the filter function references a measure
• B. when the filter function uses a nested calculate function
• C. when the filter function references a column from a single table that uses Import mode
• D. when the filter function references columns from multiple tables

Answer: C

Explanation:
The KEEPFILTERS function modifies the way filters are applied in calculations done through the CALCULATE function. It can be particularly beneficial to replace the FILTER function with KEEPFILTERS when the filter context is being overridden by nested CALCULATE functions, which may remove filters that are being applied on a column. This can potentially reduce execution time because KEEPFILTERS maintains the existing filter context and allows the nested CALCULATE functions to be evaluated more efficiently.
References: This information is based on the DAX reference and performance optimization guidelines in the Microsoft Power BI documentation.

NEW QUESTION # 102
Hotspot Question
You have a Fabric tenant that contains a lakehouse named LH1.
You need to deploy a new semantic model. The solution must meet the following requirements:
- Support complex calculated columns that include aggregate functions,
calculated tables, and Multidimensional Expressions (MDX) user
hierarchies.
- Minimize page rendering times.
How should you configure the model? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Mode: Import
Provides the necessary support for calculated columns, calculated tables, and MDX hierarchies while optimizing performance.
Query Caching: On
Ensures minimal page rendering times by enabling caching.

NEW QUESTION # 103
You have a Fabric tenant that contains a workspace named Workspace