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| Section | Weight | Objectives |
|---|
| Visualize and analyze data | 25-30% | - Create reports and dashboards
- 1. Choose appropriate visualizations
- 2. Create dashboards and pinned elements
- 3. Apply filters, slicers, and drill-through
- 4. Design report layout, formatting, and interactivity
- 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. Use AI visuals, forecasts, and key influencers
- 2. Apply conditional formatting and custom visuals
- 3. Create paginated reports
|
| Model the data | 25-30% | - Design data models
- 1. Create common date tables
- 2. Define tables, columns, and hierarchies
- 3. Implement role-playing dimensions
- 4. Create relationships: cardinality, cross-filter direction, security
- Optimize model performance
- 1. Optimize relationships and calculations
- 2. Reduce cardinality and data size
- 3. Use aggregations and composite models
- Create model calculations
- 1. Use CALCULATE and filter context
- 2. Use DAX: calculated columns, calculated tables, measures
- 3. Implement aggregation and time intelligence
|
| Manage and secure Power BI | 15-20% | - Manage workspaces and assets
- 1. Publish, update, and organize reports/datasets
- 2. Create and configure workspaces
- 3. Manage data refresh and scheduled updates
- Implement security and governance
- 1. Manage permissions and access
- 2. Apply data sensitivity labels and protection
- 3. Configure row-level security (RLS) and object-level security
- Deploy and distribute content
- 1. Share reports, dashboards, and apps
- 2. Embed content in applications or websites
- 3. Monitor usage and performance
|
| Prepare the data | 25-30% | - Get or connect to data
- 1. Configure data source settings, credentials, and privacy levels
- 2. Create and modify parameters
- 3. Identify and connect to data sources or shared semantic models
- 4. Choose storage modes: Import, DirectQuery, DirectLake
- Load and configure data
- 1. Configure data refresh settings
- 2. Integrate data from multiple sources
- 3. Define table structures and properties
- Profile and clean data
- 1. Evaluate data statistics and column properties
- 2. Resolve inconsistencies, null values, and errors
- 3. Manage data types, columns, and rows
- 4. Transform data using Power Query Editor
|
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Microsoft Power BI Data Analyst Sample Questions (Q307-Q312):
NEW QUESTION # 307
Note: This question is a part of a series of questions that present the same scenario. For your convenience, the scenario is repeated in each question. Each question presents a different goal and answer choices, but the text of the scenario is exactly the same in each question in this series.
Start of repeated scenario
You have a Microsoft SQL Server database that has the tables shown in the Database Diagram exhibit. (Click the Exhibit.)

You plan to develop a Power BI model as shown in the Power BI Model exhibit. (Click the Exhibit).

You plan to use Power BI to import data from 2013 to 2015.
Product Subcategory [Subcategory] contains NULL values.
End of repeated scenario.
You implement the Power BI model.
You add another table named Territory to the model. A sample of the data is shown in the following table.

You need to create a relationship between the Territory table and the Sales table.
Which function should you use in the query for Territory before you create the relationship?
- A. Table.ReplaceMatchingRows
- B. Table.Distinct
- C. Table.InDistinct
- D. Table.RemoveMatchingRows
Answer: B
Explanation:
References: https://msdn.microsoft.com/en-us/library/mt260775.aspx
NEW QUESTION # 308
You have the dashboard shown in the following exhibit.

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

What should you do?
- A. Create and apply a custom dashboard theme.
- B. Apply the Dark dashboard theme.
- C. Change the colors of the visuals in the report.
- D. Upload a snapshot image of the dashboard.
Answer: A
NEW QUESTION # 309
You need to create a visual that enables the adhoc exploration of data as shown in the following exhibit.

Which type of visual should you use?
- A. smart narrative
- B. decomposition tree
- C. Q&A
- D. key influencers
Answer: B
NEW QUESTION # 310
You need to create a relationship in the dataset for RLS.
What should you do? To answer select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:
See the answer as below in explanation.
Explanation
Answer as below

NEW QUESTION # 311
You are profiling data by using Power Query Editor.
You have a table named Reports that contains a column named State. The distribution and quality data metrics for the data m State is shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

NEW QUESTION # 312
......
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