What’s Included?

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Prerequisites

    • Familiarity with basic data concepts and terminology
    • Understanding of data storage and processing workflows
    • Experience using cloud-based analytics platforms
    • Basic knowledge of Microsoft Fabric and Azure services

Skills You’ll Gain

  • Lakehouse Architecture Design
  • Apache Spark Processing
  • Dataflows Gen2 Usage
  • Data Ingestion Techniques
  • Analytics Workflow Orchestration
  • Scalable Data Engineering
  • Fabric Platform Integration

Self Study Materials Included

Videos

Engaging visual content to enhance understanding and learning experience.

Podcasts

Insightful audio sessions featuring expert discussions and real-world cases.

Audiobooks

Listen and learn anytime with convenient audio-based knowledge sharing.

E-Books

Comprehensive digital guides offering in-depth knowledge and learning support.

Module Wise Quizzes

Interactive assessments to reinforce learning and test conceptual clarity.

Additional Resources

Supplementary references and list of tools to deepen knowledge and practical application.

Tools You’ll Master

Delta Lake

Delta Lake

Microsoft Fabric

Microsoft Fabric

Apache Spark

Apache Spark

Dataflows Gen2

Dataflows Gen2

What You’ll Learn

Implement Lakehouse Architecture

Use Microsoft Fabric for scalable, unified analytics.

Analyze with Spark & Delta

Run advanced analytics using Spark and Delta Lake.

Transform Data with Dataflows

Ingest and shape data using Gen2 Dataflows.

Orchestrate with Medallion Design

Apply medallion layers for structured, reliable insights.

Course Modules

Lesson 1: Implement a Lakehouse with Microsoft Fabric

Module 1: Introduction to End-to-End Analytics Using Microsoft Fabric

Module 2: Get Started with Lakehouses in Microsoft Fabric

Module 3: Use Apache Spark in Microsoft Fabric

Module 4: Work with Delta Lake Tables in Microsoft Fabric

Module 5: Ingest Data with Dataflows Gen2 in Microsoft Fabric

Module 6: Orchestrate Processes and Data Movement with Microsoft Fabric

Module 7: Organize a Fabric Lakehouse Using Medallion Architecture Design

Frequently Asked Questions

It’s a unified architecture combining data lake flexibility with data warehouse analytics capabilities.

Basic data knowledge is sufficient; Spark and transformation tasks are guided.

Microsoft Fabric, Apache Spark, Delta Lake, and Dataflows Gen2.

Yes, it includes practical labs and guided modules for real-world scenarios.

Data engineers, analysts, and scientists working with cloud-based analytics platforms.