Build lakehouses, warehouses, and real-time pipelines — all on Microsoft Fabric's unified platform.
Transition from traditional data orchestration to Spark-powered, CI/CD-enabled data engineering.
Master Fabric to deliver governed, scalable, and production-ready analytics infrastructure.
Course Overview
As data ecosystems evolve, the demand for a unified platform to manage ingestion, transformation, and orchestration has never been greater. Microsoft Fabric is that unified solution — and this course is your hands-on guide to mastering it.
In this 4-day instructor-led course, you’ll learn to implement data pipelines with Dataflows Gen2, Spark, and eventstreams. You’ll build medallion-structured lakehouses, deploy governed data warehouses, and manage real-time data for business intelligence use cases. You’ll also explore environment-wide automation through CI/CD and best-practice security, workspace management, and deployment.
The course is also tightly aligned with the Microsoft Certified: Fabric Analytics Engineer Associate exam — enabling learners to upskill while working toward a recognized certification credential.
Learning Objectives
Ingesting data using Dataflows Gen2 and Spark
Creating lakehouses with medallion architecture
Working with Delta Lake and OneLake
Streaming analytics with eventstreams and eventhouses
Building and securing data warehouses
Implementing real-time dashboards and pipelines
Managing Fabric environments and CI/CD workflows
Administering data access and governance controls
Who Should Attend
Data Engineers and Analytics Developers
BI Architects and Technical Leads
Professionals with experience in SQL, PySpark, or KQL
Candidates pursuing Microsoft Fabric certification
Prerequisites
Familiarity with Microsoft Fabric and Power BI
Understanding of data transformation and orchestration
Hands-on experience with SQL, PySpark, or KQL is recommended
Course Modules
Module 1: Ingest Data with Microsoft Fabric
Ingest structured and real-time data using Dataflows Gen2, Spark notebooks, and eventstream pipelines.
Module 2: Implement a Lakehouse with Microsoft Fabric
Build lakehouses with Delta Lake, orchestrate pipelines, and structure storage using the medallion architecture.
Module 3: Implement Real-Time Intelligence with Microsoft Fabric
Capture and analyze streaming data using eventhouse and build real-time dashboards.
Module 4: Implement a Data Warehouse with Microsoft Fabric
Design and manage secure, query-optimized Fabric warehouses with full monitoring and lifecycle support.
Module 5: Manage a Microsoft Fabric Environment
Implement CI/CD pipelines, secure environments, monitor activity, and control access to analytics assets.
Professional Outcomes
This course prepares you for roles such as Fabric Data Engineer, Real-Time Analytics Consultant, or Unified Data Platform Architect — highly sought-after positions in modern enterprise analytics teams.
Certification Details
Overview
As a candidate for this certification, you:
Design, create, and manage analytical assets—like semantic models, data warehouses, and lakehouses.
Prepare and enrich data for analysis, secure analytics assets, and implement semantic models.
Work closely with architects, analysts, engineers, and stakeholders.
Use SQL, KQL, and DAX to query and analyze data.
Govern environments with role-based access, CI/CD, and deployment pipelines.
You should be proficient with:
Microsoft Fabric components (Lakehouse, Warehouse, Eventstream)
Spark notebooks, Dataflows Gen2, and Delta Lake
CI/CD deployment, workspace management, and semantic modeling using DAX
Skills Measured
Maintain a data analytics solution (25–30%)
Prepare and serve data (45–50%)
Implement and manage semantic models (25–30%)
Frequently Asked Questions
Is this an official Microsoft course?
Yes — it follows Microsoft’s DP-700T00-A courseware and is aligned to Microsoft Certified: Fabric Analytics Engineer Associate
Do I need Spark experience?
Not necessarily — Spark usage is covered in labs with guided support.
Will I build real-time pipelines?
Yes — including streaming data and event-driven dashboards.
How does this compare to Azure Synapse?
Fabric unifies capabilities into a single SaaS model — no infrastructure needed.
Can I take the exam after this course?
Yes — this course directly prepares you for the exam objectives.
Do I need Power BI knowledge?
Basic familiarity helps, especially for visualization and semantic model integration.
Is this course updated with GA Fabric features?
Yes — content reflects the latest Microsoft Fabric release.
Is it HRDC claimable?
Yes — fully claimable for eligible employers in Malaysia.
Can I run this for my whole team?
Absolutely — corporate delivery options (on-site or virtual) are available.
Will I receive a certificate of completion?
Yes