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New Microsoft Certified:Fabric Analytics Engineer Associate DP-600 Exam Practice Questions

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Last Updated On: 27-Jan-2025

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Question # 1

Which of the following would be the most appropriate method to transform and model data for predictive analytics within Microsoft Fabric?
A. Power BI DAX
B. Synapse SQL On-Demand
C. Databricks Notebooks with Spark
D. Azure Data Factory Pipelines

C. Databricks Notebooks with Spark

Question # 2

Which feature in Microsoft Fabric allows users to integrate and analyze data from different sources like SQL, NoSQL, and external APIs seamlessly?
A. Synapse SQL Pools
B. Power Query
C. Data Lake Gen2
D. Synapse Spark Pools

B. Power Query

Question # 3

You are the administrator of a Fabric workspace that contains a lakehouse named Lakehouse1. Lakehouse1 contains the following tables: Table1: A Delta table created by using a shortcut Table2: An external table created by using Spark Table3: A managed table You plan to connect to Lakehouse1 by using its SQL endpoint. What will you be able to do after connecting to Lakehouse1?
A. ReadTable3.
B. Update the data Table3.
C. ReadTable2.
D. Update the data in Table1.

D. Update the data in Table1.

Question # 4

You have a Fabric tenant that contains a semantic model. The model contains 15 tables. You need to programmatically change each column that ends in the word Key to meet the following requirements: • Hide the column. • Set Nullable to False. • Set Summarize By to None • Set Available in MDX to False. • Mark the column as a key column. What should you use?
A. Microsoft Power Bl Desktop
B. Tabular Editor
C. ALM Toolkit
D. DAX Studio

B. Tabular Editor

Explanation:

Tabular Editor is an advanced tool for editing Tabular models outside of Power BI Desktop that allows you to script out changes and apply them across multiple columns or tables. To accomplish the task programmatically, you would:

Open the model in Tabular Editor.

Create an Advanced Script using C# to iterate over all tables and their respective columns.

Within the script, check if the column name ends with 'Key'.

For columns that meet the condition, set the properties accordingly: IsHidden = true, IsNullable = false, SummarizeBy = None, IsAvailableInMDX = false.

Additionally, mark the column as a key column.

Save the changes and deploy them back to the Fabric tenant.

References: The ability to batch-edit properties using scripts in Tabular Editor is well-documented in the tool's official documentation and user community resources.

Question # 5

You need to recommend which type of fabric capacity SKU meets the data analytics requirements for the Research division. What should you recommend?
A. EM
B. F
C. P
D. A

B. F

Question # 6

You need to implement the date dimension in the data store. The solution must meet the technical requirements. What are two ways to achieve the goal? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
A. Populate the date dimension table by using a dataflow.
B. Populate the date dimension table by using a Stored procedure activity in a pipeline.
C. Populate the date dimension view by using T-SQL.
D. Populate the date dimension table by using a Copy activity in a pipeline.

A. Populate the date dimension table by using a dataflow.
B. Populate the date dimension table by using a Stored procedure activity in a pipeline.

Question # 7

Which type of data store should you recommend in the AnalyticsPOC workspace?
A. a data lake
B. a warehouse
C. a lakehouse
D. an external Hive metaStore

C. a lakehouse

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