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Last Updated: Aug 15, 2026
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| Section | Objectives |
|---|---|
| Topic 1: Develop and Implement ETL Solutions | - Create and configure SSIS packages - Deploy and troubleshoot ETL solutions - Manage control flow and data flow tasks |
| Topic 2: Develop and Deploy Reports | - Configure report parameters and subscriptions - Deploy and manage reports - Create reports using SQL Server Reporting Services (SSRS) |
| Topic 3: Implement BI Solutions and Security | - Configure security for BI solutions - Manage deployment and environment configuration - Monitor and optimize BI performance |
| Topic 4: Design and Implement a Data Warehouse | - Manage data quality and data cleansing - Implement ETL processes using SSIS - Design data warehouse schema (star/snowflake) |
| Topic 5: Develop OLAP Models | - Develop tabular models - Design and build SSAS multidimensional models - Implement measures, KPIs, and dimensions |
1. HOTSPOT
A SQL Server Analysis Services (SSAS) cube has roles to define dimension data security. A role named USA allows users to browse data pertaining to the United States. A role named Canada allows users to browse data pertaining to Canada.
A user can browse sales data pertaining to the United States but cannot browse sales data pertaining to Canada. You validate that the user belongs to the USA and Canada roles.
You need to reproduce the issue in SQL Server Management Studio (SSMS).
Which option should you select? To answer, select the appropriate action in the answer area.
2. HOTSPOT
You are developing a SQL Server Analysis Services (SSAS) cube that contains the data for a running team.
The data warehouse used by the cube contains the time durations of taps run by each runner on the team. The time durations are stored in seconds as an integer.
You need to build the following two measures in the cube:
- A measure named Measure1 that must contain the average time duration of the laps run by each runner. - A measure named Measure2 that must contain the lap-time duration and the name of the runner who ran the fastest lap.
What should you do? To answer, select the appropriate Aggregation Function property for each measure in the answer area.
3. You are developing a SQL Server Analysis Services (SSAS) tabular project.
A column named City must be added to the table named Customer. The column will be
used in the definition of a hierarchy. The City column exists in the Geography table that is
related to the Customer table.
You need to add the City column to the Customer table.
How should you write the calculation?
A) Option E
B) Option B
C) Option C
D) Option A
E) Option D
F) Option F
4. HOTSPOT
You have an OLAP cube named Cube1. Cube1 has two partitions named partition1 and
partition2.
You need to configure the storage mode for each cube partition.
The solution must meet the following requirements:
- Users must be able to retrieve aggregate data from partition1 as quickly as
possible.
- The processing time for partition1 and partition2 must be minimized.
- The least possible amount of storage must be used for partition2.
What should you do? To answer, select the appropriate storage mode for each partition in the answer area.
5. You are modifying a star schema data mart that feeds order data from a Microsoft Azure SQL Database database into a SQL Server Analysis Services (SSAS) cube. The data mart contains two large tables that include flags and indicators for some orders. There are 100 different flag columns, each with 10 different indicator values. Some flags reuse indicators. The tables both have a granularity that matches the fact table.
You have the following requirements:
- Allow users to slice data by all flags and indicators. - Modify the date dimension table to include a surrogate key of a numeric data type and add the surrogate key to the fact table. - Use the most efficient design strategy for cube processing and queries.
You need to modify the schema.
What should you do? (More than one answer choice may achieve the goal. Select the BEST answer.)
A) Define the surrogate key as a BIGINT data type. Create a single fact dimension in each table for its flags and indicators.
B) Define the surrogate key as a BIGINT data type. Combine the distinct flag/indicator combinations into a single dimension.
C) Define the surrogate key as an INT data type. Combine the distinct flag/indicator combinations into a single dimension.
D) Define the surrogate key as an INT data type. Create a single fact dimension in each table for its flags and indicators.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: Only visible for members | Question # 3 Answer: D | Question # 4 Answer: Only visible for members | Question # 5 Answer: C |
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