This DP-700 Practice Test Fabric Data: 1500 Certified Questions course is designed to give you a clear, structured path through OneLake lakehouses, data ingestion, transformations, semantic models, performance tuning and governance in Microsoft Fabric. The questions are based on realistic engineering and analytics scenarios, so you can connect each concept to how Fabric data platforms are actually designed and operated.
The course contains 1,500 certified-style questions divided into six sections of 250 questions each, aligned with the core responsibilities of a Fabric-focused data engineer.
You begin with OneLake Architecture, Lakehouse Design & Storage Foundations — 250 Questions, where you learn how OneLake and lakehouses structure enterprise data, how medallion-style layouts separate raw and curated layers and how unified storage supports multiple workloads.
The second section, Ingestion Pipelines, Dataflows & Incremental Loading into OneLake — 250 Questions, focuses on pipelines, dataflows, connectors and incremental loading strategies, helping you design ingestion patterns that keep data fresh, reliable and observable.
In the third section, Transformations, Notebooks, Medallion Layers & Data Quality — 250 Questions, you work through transformation logic and layered architectures, deciding where to place heavy processing, how to enforce quality and how bronze, silver and gold layers prepare data for consumption.
The fourth section, Semantic Models, Dimensional Design & Fabric Analytics Integration — 250 Questions, connects your engineered data to semantic models and analytics experiences, so you can design dimensional structures and measures that expose clear, reusable business logic across reports and other consumers.
The fifth section, Performance Tuning, Optimization & Cost-Aware Fabric Design — 250 Questions, develops your ability to interpret performance indicators and cost behavior, and to apply targeted optimizations across storage, pipelines and semantic models.
Finally, the sixth section, Governance, Security, Monitoring & Operational Readiness in Fabric — 250 Questions, places all of this work inside governed, secure and monitored environments, emphasizing workspaces, access control, lineage, environment separation and operational readiness.
Each practice test can be retaken as many times as you need, helping you track and enhance your progress, reinforce weaker domains and build structured confidence. Whether you are supporting Fabric-based analytics platforms or preparing for DP-700-style Fabric objectives, this course provides a clear, section-based route to practical Fabric data engineering skills.
