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| Section | Weight | Objectives |
|---|
| Topic 1: Prepare the data | 25-30% | - Load and configure data
- 1. Define table structures and properties
- 2. Integrate data from multiple sources
- 3. Configure data refresh settings
- 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
- Profile and clean data
- 1. Transform data using Power Query Editor
- 2. Resolve inconsistencies, null values, and errors
- 3. Manage data types, columns, and rows
- 4. Evaluate data statistics and column properties
|
| Topic 2: 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. Use CALCULATE and filter context
- 2. Implement aggregation and time intelligence
- 3. Use DAX: calculated columns, calculated tables, measures
- Optimize model performance
- 1. Optimize relationships and calculations
- 2. Reduce cardinality and data size
- 3. Use aggregations and composite models
|
| Topic 3: Visualize and analyze data | 25-30% | - Enhance reports with analytics
- 1. Create paginated reports
- 2. Use AI visuals, forecasts, and key influencers
- 3. Apply conditional formatting and custom visuals
- Perform data analysis
- 1. Implement custom visuals and R/Python scripts
- 2. Interpret results and identify trends
- 3. Create and manage bookmarks and tooltips
- Create reports and dashboards
- 1. Apply filters, slicers, and drill-through
- 2. Design report layout, formatting, and interactivity
- 3. Choose appropriate visualizations
- 4. Create dashboards and pinned elements
|
| Topic 4: 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
- Implement security and governance
- 1. Apply data sensitivity labels and protection
- 2. Manage permissions and access
- 3. Configure row-level security (RLS) and object-level security
- Manage workspaces and assets
- 1. Create and configure workspaces
- 2. Manage data refresh and scheduled updates
- 3. Publish, update, and organize reports/datasets
|
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Microsoft Power BI Data Analyst Sample Questions (Q328-Q333):
NEW QUESTION # 328
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have a data source that contains a column. The column contains case sensitive data.
You have a Power BI semantic model in DirectQuery mode.
You connect to the model and discover that it contains undefined values and errors.
You need to resolve the issue.
Solution: You implicitly convert the values into the required type.
Does this meet the goal?
Answer: B
Explanation:
What determines the answer is the need to evaluate whether this proposal meets the goal: You implicitly convert the values into the required type. The correct response is B (No): the proposed action - You implicitly convert the values into the required type - does not meet that requirement. Implicit type conversion does not correct inconsistent casing in a case-sensitive DirectQuery source. Normalize the values in the source or in a foldable Power Query step so matching keys use the same representation. A visual, measure, or model relationship cannot repair the incoming tabular shape; those features operate after the query result has already been loaded. The current PL-300 study guide places this under the objective " Resolve inconsistencies, unexpected or null values, and data quality issues " .
Microsoft Learn reference: https://learn.microsoft.com/en-us/power-query/best-practices | PL-300 objective: " Resolve inconsistencies, unexpected or null values, and data quality issues " | Study guide: https://learn.
microsoft.com/en-us/credentials/certifications/resources/study-guides/pl-300
NEW QUESTION # 329
You have an API that returns more than 100 columns. The following is a sample of column names.
* client_notified_timestamp
* client_notified_source
* client_notified_sourceid
* client_notified_value
* client_responded_timestamp
* client_responded_source
* client_responded_sourceid
* client_responded_value
You plan to include only a subset of the returned columns.
You need to remove any columns that have a suffix of sourceid.
How should you complete the Power Query M code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation:
Box 1: Table.RemoveColumns
When you do "Remove Columns" Power Query uses the Table.RemoveColumns function Box 2: List.Select Get a list of columns.
Box 3: Text.EndsWith
NEW QUESTION # 330
You have a Power Bl report.
You have the following tables.

You have the following DAX measure.


Answer:
Explanation:

Explanation:

NEW QUESTION # 331
You have a Microsoft 365 subscription that contains the resources shown in the following table.

You create a new dashboard that uses row-level security (RIS) filters You define a new role named Consultants.
To which resource can you assign the Consultants role?
- A. Group2
- B. Group 1
- C. Sales reports
- D. Team1
Answer: C
NEW QUESTION # 332
You have a Power BI model that contains a table named Sales. Sales has the following three measures:
A measure named Total Sales Last Year that displays the sales from the previous calendar year. The current value is 32.89 million.
A measure named Total Sales This Year that displays the sales from the current calendar year. The current value is 11.69 million.
A measure named Total Sales Difference that uses a DAX formula of Sales[Last Year] - Sales[This Year].
You need to create the following visualization.

How should you configure the visualization? To answer, drag the appropriate measures to the correct fields. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Reference:
https://docs.microsoft.com/en-us/power-bi/visuals/power-bi-visualization-radial-gauge-charts
NEW QUESTION # 333
......
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