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This section includes InterviewSolutions, each offering curated multiple-choice questions to sharpen your knowledge and support exam preparation. Choose a topic below to get started.

1.

Procedures are supported in Serverless SQL pool.

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Procedures are supported in SERVERLESS SQL pool.
Choose the CORRECT option from below list
(1)TRUE
(2)False

Answer:-(1)True

2.

What are the partition types available in Azure Data Flow?

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What are the PARTITION types available in Azure Data Flow?
Choose the CORRECT option from below list
(1)Hash
(2)Fixed Range
(3)All the above options.
(4)Round-robin
(5)KEY
(6)Dynamic Range

Answer:-(3)All the above options.

3.

Which of the following storage options are supported in Azure Synapse Analytics?

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Which of the following storage options are supported in Azure Synapse Analytics?
CHOOSE the correct option from below LIST
(1)Blob
(2)Azure Data Lake Storage v2
(3)Azure CosmosDB ANALYTICAL Storage
(4)All the above options.

Answer:-(4)All the above options.

4.

Table partition is supported in Serverless SQL pool.

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Table partition is SUPPORTED in Serverless SQL pool.
Choose the CORRECT OPTION from below LIST
(1)False
(2)True

Answer:-(1)False

5.

Which of the following triggers are present in Synapse Analytics?

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Which of the following triggers are PRESENT in Synapse ANALYTICS?
CHOOSE the CORRECT option from below list
(1)Tumbling Window
(2)Schedule-based
(3)All of the above options
(4)Event-based

Answer:-(3)All of the above options

6.

To deploy ML models from an Azure ML model registry, which of the following format should be used?

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To deploy ML models from an Azure ML model registry, which of the following format should be USED?
Choose the correct option from below list
(1)ONNX
(2)All the OPTIONS.
(3)TENSORFLOW
(4)OpenVINO

Answer:-(1)ONNX

7.

In Dedicated SQL pool, data is stored in __ tables with _ storage.

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In DEDICATED SQL pool, DATA is STORED in __ tables with _ storage.
Choose the correct option from below list
(1)Non-RELATIONAL, Columnar
(2)Relational, Columnar
(3)Relational, Row
(4)Non-Relational, Key-value
(5)None of the options.

Answer:-(2)Relational, Columnar

8.

A ___ activity defines a repeating control flow in the Azure Data Factory pipeline.

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A ___ ACTIVITY defines a REPEATING CONTROL FLOW in the Azure Data Factory pipeline.
Choose the correct option from below list
(1)Until
(2)Foreach
(3)Execute Pipeline
(4)None of the options.

Answer:-(2)Foreach

9.

Procedures are supported on Serverless SQL pool.

Answer» PROCEDURES are SUPPORTED on Serverless SQL pool.
Choose the CORRECT option from below LIST
(1)FALSE
(2)True

Answer:-(2)True
10.

A Tumbling Window trigger can overlap with consecutive runs.

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A TUMBLING Window TRIGGER can overlap with consecutive runs.
Choose the CORRECT option from below LIST
(1)True
(2)False

Answer:-(2)False

11.

Dedicated SQL pool is charged as a pay per ______ model.

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Dedicated SQL pool is charged as a pay per ______ MODEL. Choose the correct option from below list (1)TB (2)All the above OPTIONS. (3)DWU (4)Hour Answer:-(3)DWU

12.

Azure Data Factory supports which of the following file formats for data movement?

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Azure Data Factory supports which of the FOLLOWING file formats for data movement?
Choose the CORRECT OPTION from below list
(1)JSON
(2)All the above options.
(3)Avro
(4)XML
(5)ORC
(6)Parquet

Answer:-(2)All the above options.

13.

A Tumbling Window trigger has a __ relationship with a pipeline.

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A Tumbling Window trigger has a __ relationship with a pipeline.
Choose the CORRECT OPTION from below LIST
(1)Many-to-many
(2)One-to-many
(3)One-to-one
(4)NONE of the options.

Answer:-(3)One-to-one

14.

In Synapse Analytics, machine learning training can be performed by using which of the following tools?

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In Synapse Analytics, machine learning training can be performed by using which of the following TOOLS?
Choose the CORRECT OPTION from below list
(1)AzureML
(2)SPARK MLlib
(3)All the above options.

Answer:-(3)All the above options.

15.

Which of the following data formats are supported in Serverless SQL pool?

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Which of the following data formats are SUPPORTED in Serverless SQL pool?
Choose the correct option from below LIST
(1)Parquet with nested TYPES
(2)JSON
(3)All the above options.

Answer:-(3)All the above options.

16.

HDInsight Spark Activity executes ___ programs on existing __ clusters.

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HDInsight Spark Activity EXECUTES ___ PROGRAMS on EXISTING __ clusters.
Choose the CORRECT option from below list
(1)Spark, HDInsight
(2)MapReduce, Spark
(3)None of the options.
(4)MapReduce, HDInsight
(5)Spark, Spark

Answer:-(1)Spark, HDInsight

17.

The Debug mode must be enabled to view metadata in the Inspect pane of Azure Data Flow.

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The DEBUG mode must be enabled to view METADATA in the Inspect PANE of Azure DATA Flow.
Choose the correct option from below list
(1)False
(2)True

Answer:-(2)True

18.

Databricks Jar Activity is a valid control flow activity in an Azure Data Factory pipeline.

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Databricks Jar Activity is a VALID CONTROL flow activity in an AZURE DATA Factory pipeline.
Choose the correct option from below LIST
(1)False
(2)True

Answer:-(1)False

19.

Which of the following data objects are supported in Dedicated SQL pool?

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Which of the following data objects are supported in Dedicated SQL pool?
CHOOSE the correct option from below LIST
(1)Materialized View
(2)All the above OPTIONS.
(3)External Table
(4)Table Index

Answer:-(2)All the above options.

20.

Which of the following is the default partition option set in Azure Data Flow?

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Which of the following is the DEFAULT PARTITION option set in Azure Data FLOW?
Choose the correct option from below list
(1)Use CURRENT Partitioning
(2)Round-robin
(3)None of the options.
(4)Single Partitioning

Answer:-(1)Use Current Partitioning

21.

For lookup tables, __ distribution is recommended.

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For lookup tables, __ distribution is recommended.
Choose the correct OPTION from below list
(1)REPLICATED
(2)Hash
(3)Round-robin

Answer:-(1)Replicated

22.

Data Flow uses which of the following?

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Data Flow USES which of the following?
CHOOSE the CORRECT option from below list
(1)Spark CLUSTERS
(2)None of the options.
(3)HDINSIGHT Clusters

Answer:-(1)Spark Clusters

23.

By colocating Azure storage account and Serverless SQL pool, the latency will ________.

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By colocating Azure storage ACCOUNT and Serverless SQL pool, the LATENCY will ________.
Choose the correct option from below list
(1)be MINIMIZED
(2)not be IMPACTED
(3)be maximized

Answer:-(1)be minimized

24.

The ___ function is used to transform an array to a normalized dataframe.

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The ___ function is used to transform an array to a normalized dataframe. Choose the correct option from below LIST (1)explode (2)flatten_df (3)FLATTEN (4)falt_df ANSWER:-(1)explode

25.

Which of the following are Data Flow activities?

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Which of the following are Data Flow activities? Choose the correct OPTION from below list (1)All the above options (2)Control (3)Data transformation (4)Data movement Answer:-(1)All the above options.

26.

The ___ function is used to flatten a nested schema to tabular form.

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The ___ FUNCTION is used to flatten a nested schema to tabular FORM. Choose the CORRECT option from below list (1)flatten (2)flatten_df (3)falt_df (4)EXPLODE Answer:-(2)flatten_df

27.

Under which table in Azure Data Flow can we validate source schema?

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Under which table in Azure Data Flow can we validate source SCHEMA? Choose the correct option from below list (1)Inspect (2)Source/Transformation Settings (3)NONE of the OPTIONS. (4)OPTIMIZE Answer:-(2)Source/Transformation Settings

28.

"Copy Activity" is one of the Data Transformation activities in Azure Data Factory.

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"COPY ACTIVITY" is one of the DATA Transformation activities in AZURE Data Factory. Choose the CORRECT option from below list (1)True (2)False Answer:-(2)False

29.

Data is stored in a Dedicated SQL pool in _____ tables with ____ storage.

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Data is stored in a Dedicated SQL POOL in _____ tables with ____ storage. Choose the correct option from below list (1)Non-RELATIONAL, Key-value (2)Relational, Columnar (3)Non-relational, Columnar (4)Relational, Row Answer:-(2)Relational, Columnar

30.

Copy Activity in Data Factory can be used for which of the following?

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Copy Activity in Data Factory can be used for which of the following? Choose the correct option from below list (1)To publish transformation and analysis results for BUSINESS INTELLIGENCE. (2)All the above options. (3)To copy data from a source data store to a sink data store. Answer:-(2)All the above options.

31.

Which of the following Sink data stores are supported in Azure Data Factory?

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Which of the following Sink data stores are supported in Azure Data Factory? CHOOSE the CORRECT OPTION from below list (1)All the above options. (2)Blob (3)Cognitive Search Index (4)Cosmos DB ANSWER:-(1)All the above options.

32.

Which tab in Azure Data Flow represents data partitioning?

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Which tab in Azure DATA Flow represents data PARTITIONING? Choose the correct option from below list (1)None of the OPTIONS. (2)Inspect (3)Source/Transformation Settings (4)OPTIMIZE Answer:-(4)Optimize

33.

Which of the following Source data stores are supported in Azure Data Factory?

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Which of the following SOURCE data stores are supported in AZURE Data FACTORY? Choose the correct option from below list (1)All the above options. (2)RedShift (3)Cosmos DB (4)BLOB Answer:-(1)All the above options.

34.

Wait Activity is a valid control flow activity in an Azure Data Factory pipeline.

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Wait ACTIVITY is a valid control flow activity in an AZURE Data Factory PIPELINE. Choose the correct option from below list (1)TRUE (2)False Answer:-(1)True

35.

Under which table in Azure Data Flow can source schema be validated?

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Under which table in Azure Data Flow can SOURCE schema be validated? Choose the correct option from below LIST (1)NONE of the options. (2)Inspect (3)Source/Transformation Settings (4)OPTIMIZE Answer:-(3)Source/Transformation Settings