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Objective 1.4

DP-700

Orchestrate processes

Objective 1.4 sits in Implement and manage an analytics solution, which carries 33% of the DP-700 Fabric Data Engineer exam. The questions below are original, written from the official objective title above, and each explanation cites the Microsoft Azure page it rests on.

Objective title verbatim from the official objectives. Microsoft Azure exam page ↗

A worked example

Shown solved, with the whole explanation open: this is what every question here carries.

1-4Implement and manage an analytics solution

Leo needs no-code, scheduled raw copy of petabyte-scale data from many sources into a bronze lakehouse. Which Fabric item fits best?

Pipeline copy activityCorrect · your answerCorrect.
A Spark notebookA notebook requires Spark coding.
Dataflow Gen2 onlyDataflow Gen2 prepares data, not petabyte raw copy.
An eventstreamEventstreams handle real-time events, not batch petabyte copy.

Correct.

Concept

Fabric offers distinct data movement tools; for large-scale, low-code, scheduled binary copy, the pipeline copy activity is the recommended choice.

Why A

Copy activity is the best low-code choice to move petabytes to lakehouses on a schedule.

Source

Copy activity is the best low-code and no-code choice to move petabytes of data to lakehouses and warehouses from varieties of sources, either ad-hoc or via a schedule.

Microsoft Learn, Fabric decision guide: copy activity, dataflow, Eventstream, or Spark, checked August 2026
#1-4

Now you: objective 1.4 questions

No account needed. The explanation opens when you answer.

Sample question 1 of 3

1-4Implement and manage an analytics solution

Mary is an experienced Power Query user cleaning low-to-medium volume data and loading it to several destinations. Which item should she pick?

Sample question 2 of 3

1-4Implement and manage an analytics solution

Adam must run distributed extract and cleanse logic in Python over structured and unstructured OneLake data. Which engine fits?

Sample question 3 of 3

1-4Implement and manage an analytics solution

Rajesh wants a low-code wizard that does an initial full load then switches to incremental loads using source CDC, on a schedule. Which feature fits?

That’s 3 of the full DP-700 Fabric Data Engineer bank.

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Read the sources

These are the official pages the questions above cite. Reading them is studying the objective from the primary source, which is what the explanations point you toward anyway.

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