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2000+ Courses · 15+ Technology Domains
Microsoft Cisco AWS EC-Council View All Courses
DP-700
Microsoft Certified · Associate
Microsoft Fabric Data Engineer

Engineer data at scale with DP-700

Design, ingest, transform, secure, monitor, and optimize enterprise analytics solutions in Microsoft Fabric using OneLake, Lakehouse, Data Factory, Spark, Eventstream, SQL, PySpark, and KQL.

OneLakeLakehouseData FactorySparkEventstreamKQLSQLPySpark
Enroll Now Brochure
Microsoft Fabric · Engineering workspace
Medallion pipeline
BronzeSilverGold
Pipeline runs
98.7%
Healthy
OneLake tables
42
Delta optimized
Live activity
Ingest CRM dataRunning
Optimize LakehouseComplete
Stream events to KQL DBComplete
12
Focused modules
40+ hrs
Labs & mentoring
DP-700
Exam preparation
3 languages
SQL · PySpark · KQL
Exam-aligned learning

Master all three DP-700 skill domains

Training is mapped to Microsoft's current skills outline so you build practical Fabric capability while preparing for certification.

30–35%

Implement & manage

Configure workspaces, security, lifecycle management, version control, deployment pipelines, and governance.

30–35%

Ingest & transform

Build batch and streaming ingestion with pipelines, Dataflow Gen2, notebooks, Spark, SQL, and KQL.

30–35%

Monitor & optimize

Troubleshoot workloads, optimize Lakehouse and Warehouse tables, tune Spark, queries, Eventstreams, and Eventhouses.

Curriculum

From raw data to trusted analytics

A project-led programme for data professionals with ETL and orchestration experience. Work through a complete Fabric engineering lifecycle.

Capstone project

Build an enterprise medallion platform

Ingest batch and streaming sources, transform Delta tables, orchestrate workloads, apply security, and monitor performance.

  • Fabric experiences, capacities, workspaces, domains, and items
  • OneLake architecture and medallion design
  • Choose Lakehouse, Warehouse, or Eventhouse
  • Workspace and item permissions
  • Row-, column-, object-, and file-level security
  • Sensitivity labels, endorsement, lineage, and discovery
  • Git integration and branching workflows
  • Deployment pipelines and environment parameters
  • Reusable assets and variable libraries
  • Pipelines, activities, parameters, and expressions
  • Copy activity, incremental loading, and gateways
  • Mirroring databases into Fabric
  • Power Query transformations and destinations
  • Combine, aggregate, pivot, and unpivot data
  • Troubleshoot refresh and destination errors
  • Spark workspace and session configuration
  • Notebooks with PySpark and Spark SQL
  • Read, write, partition, and maintain Delta tables
  • Load data with COPY, CTAS, and stored procedures
  • Dimensional modeling and SCD patterns
  • Query and table performance optimization
  • Eventstream sources, transformations, and destinations
  • Eventhouse and KQL database design
  • KQL ingestion, transformation, and querying
  • Schedule and event-trigger workloads
  • Notebook and stored procedure activities
  • Apache Airflow jobs and dependency management
  • Monitor Hub, pipeline, notebook, and query diagnostics
  • Resolve OneLake shortcut and connectivity failures
  • Alerts, logs, and operational runbooks
  • Optimize and vacuum Delta tables
  • Spark partitioning, caching, and execution tuning
  • Tune Warehouse, KQL, Eventstream, and pipeline workloads
  • Domain revision and scenario workshops
  • Timed practice assessment and review
  • Exam strategy plus capstone presentation
Career outcomes

Build the Fabric skills employers need now

Prepare for roles that turn fragmented enterprise data into secure, scalable, analytics-ready products.

Fabric Data EngineerAnalytics EngineerLakehouse EngineerData Platform EngineerETL DeveloperReal-Time Data Engineer
⚡
Real projects. Real Fabric.

Build pipelines, Lakehouses, Warehouses, notebooks, Eventstreams, and monitored deployments—not slide-only demos.

12
focused modules with guided labs
3
exam domains covered end-to-end
New DP-700 batch starting soon

Ready to engineer the future of data?

Join Zetlan’s instructor-led Microsoft Fabric programme and move from concepts to production-ready data solutions.

Enroll Now
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