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| Section | Weight | Objectives |
|---|
| Topic 1: Manage and secure Power BI | 15-20% | - Deploy and distribute content
- 1. Embed content in applications or websites
- 2. Share reports, dashboards, and apps
- 3. Monitor usage and performance
- Manage workspaces and assets
- 1. Publish, update, and organize reports/datasets
- 2. Manage data refresh and scheduled updates
- 3. Create and configure workspaces
- Implement security and governance
- 1. Manage permissions and access
- 2. Configure row-level security (RLS) and object-level security
- 3. Apply data sensitivity labels and protection
|
| Topic 2: Prepare the data | 25-30% | - Get or connect to data
- 1. Identify and connect to data sources or shared semantic models
- 2. Configure data source settings, credentials, and privacy levels
- 3. Choose storage modes: Import, DirectQuery, DirectLake
- 4. Create and modify parameters
- Load and configure data
- 1. Integrate data from multiple sources
- 2. Define table structures and properties
- 3. Configure data refresh settings
- Profile and clean data
- 1. Transform data using Power Query Editor
- 2. Resolve inconsistencies, null values, and errors
- 3. Evaluate data statistics and column properties
- 4. Manage data types, columns, and rows
|
| Topic 3: Visualize and analyze data | 25-30% | - Create reports and dashboards
- 1. Choose appropriate visualizations
- 2. Design report layout, formatting, and interactivity
- 3. Apply filters, slicers, and drill-through
- 4. Create dashboards and pinned elements
- Perform data analysis
- 1. Implement custom visuals and R/Python scripts
- 2. Interpret results and identify trends
- 3. Create and manage bookmarks and tooltips
- Enhance reports with analytics
- 1. Apply conditional formatting and custom visuals
- 2. Use AI visuals, forecasts, and key influencers
- 3. Create paginated reports
|
| Topic 4: Model the data | 25-30% | - Design data models
- 1. Implement role-playing dimensions
- 2. Create relationships: cardinality, cross-filter direction, security
- 3. Create common date tables
- 4. Define tables, columns, and hierarchies
- Create model calculations
- 1. Implement aggregation and time intelligence
- 2. Use DAX: calculated columns, calculated tables, measures
- 3. Use CALCULATE and filter context
- Optimize model performance
- 1. Optimize relationships and calculations
- 2. Use aggregations and composite models
- 3. Reduce cardinality and data size
|
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Microsoft Power BI Data Analyst Sample Questions (Q291-Q296):
NEW QUESTION # 291
You have a query that contains customer data in Power Query Editor as shown in the following exhibit.


Answer:
Explanation:

Explanation:

NEW QUESTION # 292
You have a Power BI model for sales data. You create a measure to calculate the year-to-date sales.
You need to compare the year-to-date sales with the previous year for the same time period.
Which DAX function should you use?
- A. DATESYTD
- B. TOTALYTD
- C. DATEADD
- D. ENDOFYEAR
Answer: A
Explanation:
https://powerpivotpro.com/2016/01/year-to-date-in-previousprior-year/
NEW QUESTION # 293
You are enhancing a Power BI model that has DAX calculations.
You need to create a measure that returns the year-to-date total sales from the same date of the previous calendar year.
Which DAX functions should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Reference:
https://www.kasperonbi.com/get-the-ytd-of-the-same-period-last-year/
NEW QUESTION # 294
You have a Power B1 report that contains the table visual shown in the following exhibit.

You need to modify the visual to display as shown in the following exhibit.

How should you configure the visual? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

NEW QUESTION # 295
You are building a data model for a Power Bl report. You have data formatted as shown in the following table.

You need to create a clustered bar chart as shown in the following exhibit.

What should you do?
- A. In a DAX function, create two calculated columns named Machine and User by using the substitute function.
- B. From Power Query Editor, create a column that contains the last three digits of the Machine-User column.
- C. From Power Query Editor, split the Machine-User column by using a delimiter.
- D. in a DAX function, create two measures named Machine and User by using the substitute function.
Answer: C
NEW QUESTION # 296
......
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