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Course Content
Onboarding
Welcome to the Program
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Welcome to the Program
Your Commitment
Download Live Sessions Calendar
About Reliance Infosystems
Get to Know Microsoft Fabric
Start Your Journey into Microsoft Fabric by learning directly from Microsoft Experts
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Introduction to end-to-end analytics using Microsoft Fabric
Ingest Data with Dataflows Gen2 in Microsoft Fabric
Ingest data with Spark and Microsoft Fabric notebooks
Use Data Factory pipelines in Microsoft Fabric
Get started with lakehouses in Microsoft Fabric
Organize a Fabric lakehouse using medallion architecture design
Use Apache Spark in Microsoft Fabric
Work with Delta Lake tables in Microsoft Fabric
Get started with data warehouses in Microsoft Fabric
Load data into a Microsoft Fabric data warehouse
Query a data warehouse in Microsoft Fabric
Monitor a Microsoft Fabric data warehouse
Understand scalability in Power BI
Create Power BI model relationships
Use tools to optimize Power BI performance
Enforce Power BI model security
Administer Microsoft Fabric
Live Sessions with Professionals
Time to glean from the experience of professionals and solidify what you just learnt about Microsoft Fabric
Let’s Build on this Knowledge
Now, it's time to build on this knowledge
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Validate Your Completion of the Learning Track
Microsoft Fabric Lab Activities
In this section, you will find all Microsoft Fabric Activities. You are advised to go through the Labs and replicate them.
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Get started with lakehouses in Microsoft Fabric
Use Apache Spark to work with files in a lakehouse
Work with Delta Lake tables in Microsoft Fabric
Organize a Fabric lakehouse using medallion architecture design
Use Data Factory pipelines in Microsoft Fabric
Ingest Data with Dataflows Gen2 in Microsoft Fabric
Get started with data warehouses in Microsoft Fabric
Load data into a warehouse in Microsoft Fabric
Query a data warehouse in Microsoft Fabric
Monitor a data warehouse in Microsoft Fabric
Get started with Real-Time Intelligence in Microsoft Fabric
Get started with data science in Microsoft Fabric
Explore data for data science with notebooks in Microsoft Fabric
Preprocess data with Data Wrangler in Microsoft Fabric
Train and track machine learning models with MLflow in Microsoft Fabric
Generate batch predictions using a deployed model in Microsoft Fabric
Get started with Eventstream in Microsoft Fabric
Ingest data with Spark and Microsoft Fabric notebooks
Get started with Data Activator in Microsoft Fabric
Query data from a Kusto Query database in Microsoft Fabric
Get Started with Real-Time Dashboards in Microsoft Fabric
Understand scalability in Power BI
Design and build tabular models – Work with model relationships
Optimize enterprise-scale tabular models
Design and build tabular models – Enforce semantic model security
Applied Skills – Build Confidence in Your Skill
You are now skillful. You might not know how good you are until you tackle these challenges.
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Implement Lakehouse in Microsoft Fabric
Implement a data warehouse in Microsoft Fabric
Implement a data science and machine learning solution with Microsoft Fabric
Implement a Real-Time Intelligence Solution with Microsoft Fabric
Prepare for Certification
Would you like to take your learning further? time to prepare for Certification
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Get started with end-to-end analytics and lakehouses in Microsoft Fabric
Use Apache Spark in Microsoft Fabric
Work with Delta Lake tables in Microsoft Fabric
Use Data Factory pipelines in Microsoft Fabric
Ingest Data with Dataflows Gen2 in Microsoft Fabric
Get started with data warehouses in Microsoft Fabric
Organize a Fabric Lakehouse Using Medallion Architecture Design
Ingest data with Spark and Microsoft Fabric notebooks
Administer Microsoft Fabric
How to pass Exam DP-600: Implementing Analytics Solutions Using Microsoft Fabric
Certification Voucher
Get all the information needed to claim certification voucher
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Certification Voucher Qualification Checks
Fabric Analytics Engineer Track
About Lesson

Click to Start Learning

Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark clusters, enabling you to analyze and process data in a Lakehouse at scale.

Learning objectives

In this module, you’ll learn how to:

  • Configure Spark in a Microsoft Fabric workspace
  • Identify suitable scenarios for Spark notebooks and Spark jobs
  • Use Spark dataframes to analyze and transform data
  • Use Spark SQL to query data in tables and views
  • Visualize data in a Spark notebook
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