DP-700 · Implementing Data Engineering Solutions Using Microsoft Fabric
Each publication has a different job. Start with the guide that matches what you need now, or use them in sequence for the most complete JITA learning experience.
Build working judgment for Microsoft Fabric data engineering.
This Field Guide develops a working mental model of Microsoft Fabric data engineering. You will connect choose between pipelines, Dataflows Gen2, notebooks, Spark, KQL, and T-SQL for the engineering task, design ingestion and transformation across batch, streaming, and real-time workloads, build lakehouse and OneLake structures with appropriate shortcut and table choices, and configure workspace, domain, Spark, Airflow, and OneLake settings. You are not just memorizing feature names; you are learning what owns the requirement, what can fail, and how to verify the outcome.
- pipeline vs notebook vs Dataflow Gen2
- batch/lakehouse path vs real-time intelligence path
- OneLake shortcut choice vs native table or query-acceleration requirement
Prove your DP-700 judgment across Microsoft Fabric data engineering under exam-style conditions.
This Exam Preparation Guide tests whether your understanding of Microsoft Fabric data engineering survives realistic decision pressure. You will practice separating pipeline vs notebook vs Dataflow Gen2, batch/lakehouse path vs real-time intelligence path, and OneLake shortcut choice vs native table or query-acceleration requirement. Each scenario is designed to make you identify the governing fact, reject the nearest plausible alternative, and explain the evidence that keeps the correct answer correct.
- pipeline vs notebook vs Dataflow Gen2
- batch/lakehouse path vs real-time intelligence path
- OneLake shortcut choice vs native table or query-acceleration requirement
Understand it first. Then prove you can apply it.
The Field Guide builds the understanding. Use it when you need the architecture, mechanics, dependencies, tradeoffs, failure paths, and verification logic behind the certification.
The Exam Preparation Guide tests the judgment. Use it when you need to practice under exam-style conditions, distinguish close answers, and understand why the correct answer survives changed facts.
Recommended sequence: Field Guide → Exam Preparation Guide → return to the Field Guide for targeted remediation where needed.