Free Microsoft DP-700 Exam Questions

Become Microsoft Certified with updated DP-700 exam questions and correct answers

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Total 368 Questions | Updated On: May 10, 2026

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Question 1

You have a Fabric workspace that contains a lakehouse and a notebook named Notebook1. Notebook1 readsdata into a DataFrame from a table named Table1 and applies transformation logic. The data from theDataFrame is then written to a new Delta table named Table2 by using a merge operation.You need to consolidate the underlying Parquet files in Table1.Which command should you run?

A : VACUUM

B : BROADCAST

C : OPTIMIZE

D : CACHE

Answer: C

Question 2

Which of the following transformations can be performed using Azure Data Factory?

A : Data classification

B : Data transformation using mapping data flows

C : Data aggregation

D : Data cleansing

E : Machine learning model training

Answer: B,C,D

Question 3

What is a key advantage of monitoring and auditing access to data resources?

A : It speeds up data processing times

B : It makes data analysis more efficient

C : It helps identify and prevent unauthorized access

D : It reduces the need for data backups

Answer: C

Question 4

Which of the following actions can help optimize query performance in large datasets?

A : Using data partitioning strategies

B : Using a single, complex query without filters

C : Storing all data in a single, uncompressed file

D : Avoiding the use of indexes on large tables

Answer: A

Question 5

Which of the following best defines the role of data warehouses in the context of analytics solutions?

A : To store data in its raw format before transforming it

B : To serve as a staging area for raw data

C : To enable fast querying and reporting on structured data

D : To store raw, unstructured data

Answer: C

Page: 1 / 74

Total 368 Questions | Updated On: May 10, 2026

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