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Exam DP-900: Microsoft Azure Data Fundamentals – microsoft website: https://learn.microsoft.com/en-us/credentials/certifications/azure-data-fundamentals/
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Microsoft DP-900 Practice testing questions from Youtube
Latest updated Microsoft DP-900 exam questions and answers
New Question 1:
Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or fails completely?
A. isolation
B. durability
C. consistency
D. atomicity
Correct Answer: D
New Question 2:
HOTSPOT
Select the answer that correctly completes the sentence.
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Correct Answer:

Scatter Charts – A scatter chart (or scatter graph) uses dots to represent values for two different numeric variables. The position of each dot on the horizontal and vertical axis indicates values for an individual data point. Scatter plots are used to observe relationships between variables.
New Question 3:
HOTSPOT
Select the answer that correctly completes the sentence.
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Correct Answer:

New Question 4:
You have a banking application that transfers money in to and out of accounts. Of which type of solution is this is an example?
A. online transaction processing (OLTP)
B. online analytical processing (OLAP)
C. extract, transform and load (ETL)
D. a data warehouse
Correct Answer: A
New Question 5:
HOTSPOT
To complete the sentence, select the appropriate option in the answer area.
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Correct Answer:

Paginated Reports in Power BI now allows users to generate these fixed-layout documents optimized for printing and archiving, such as PDF and Word files.
These document-style reports with visualizations that provide additional control, like which tables expand horizontally and vertically to display all their data and continue from page to page as needed.
Reference:
New Question 6:
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To complete the sentence, select the appropriate option in the answer area.
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Correct Answer:

New Question 7:
Which language is used to define queries in Azure Synapse Data Explorer?
A. Bash
B. PowerShell
C. KQL
D. SQL
Correct Answer: C
New Question 8:
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New Question 9:
HOTSPOT
Select the answer that correctly completed the sentence.
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New Question 10:
You have a transactional application that stem data in an Azure SQL managed instance. When should you implement a read-only database replica?
A. You need to generate reports without affecting the transactional workload.
B. You need to audit the transactional application.
C. You need to implement high availability in the event of a regional outage
D. You need to improve the recovery point objective (RPO).
Correct Answer: A+
Use read-only replicas to offload read-only query workloads.
Reference: https://docs.microsoft.com/en-us/azure/azure-sql/database/read-scale-out
New Question 11:
Which two Azure services can be used to provision Apache Spark clusters? Each correct answer presents a complete solution. (Choose two.)
NOTE: Each correct selection is worth one point.
A. Azure Time Series Insights
B. Azure HDInsight
C. Azure Databricks
D. Azure Log Analytics
Correct Answer: BC
Reference: https://www.sqlshack.com/a-beginners-guide-to-azure-databricks/
New Question 12:
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New Question 13:
Which file format has defined names and data types for each column and uses compressed columnar storage?
A. JSON
B. CSV
C. Apache Parquet
D. HTML
Correct Answer: C
New Question 14:
You are writing a set of SQL queries that administrators will use to troubleshoot an Azure SQL database.
You need to embed documents and query results into a SQL notebook.
What should you use?
A. Microsoft SQL Server Management Studio (SSMS)
B. Azure Data Studio
C. Azure CLI
D. Azure PowerShell
Correct Answer: B
Reference: https://www.mssqltips.com/sqlservertip/5997/create-sql-server-notebooks-in-azure-data-studio/
New Question 15:
HOTSPOT
Select the answer that correctly completes the sentence.
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Correct Answer:

A DATA ENGINEER: Data engineers manage infrastructure and processes for data integration across the organization, applying data cleaning routines, identifying data governance RULES, and implementing pipelines to transfer and transform data between systems.
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