Course Details
Course Description:
Overview
- Explore end–to–end analytics with Microsoft Fabric Lakehouses and warehouses
- Use Apache Spark for scalable data processing
- Manage Delta Lake tables and streaming scenarios
- Build Dataflows Gen2 pipelines for data ingestion and transformation
- Create and query relational data warehouses in Fabric
- Implement real–time analytics solutions
- Leverage Fabric’s built–in data science capabilities
- Administer security, access, and data governance
Objectives
- Understand Fabric’s architecture and analytics components
- Configure and use Lakehouses for unified storage and analytics
- Run Spark code and work with dataframes and Spark SQL
- Design Delta Lake tables, including streaming use cases
- Build multi–step ingestion pipelines with Dataflows Gen2
- Create relational warehouses and secure them for SQL queries
- Set up real–time analytics and data science workflows
- Manage Fabric security, governance, and administrative roles
Audience Profile
- Data Analysts seeking a unified analytics platform
- Data Engineers building large–scale ETL and streaming solutions
- Data Scientists leveraging Spark and ML within Fabric
- Power BI users integrating with Fabric data sources
Prerequisites
- Familiarity with basic data concepts and terminology
Introduction to end–to–end analytics using Microsoft Fabric
- Discover how Fabric meets enterprise analytics needs in one platform
- Explore end–to–end analytics workflows
- Identify Fabric features and use cases
- Enable and use Microsoft Fabric
Get started with Lakehouses in Microsoft Fabric
- Explore the Microsoft Fabric Lakehouse
- Work with Fabric Lakehouses
Use Apache Spark in Microsoft Fabric
- Prepare to use Apache Spark
- Run Spark code
- Work with data in a Spark dataframe
- Work with data using Spark SQL
- Visualize data in a Spark notebook
Work with Delta Lake tables in Microsoft Fabric
- Understand Delta Lake
- Create Delta tables
- Work with Delta tables in Spark
- Use Delta tables with streaming data
Ingest Data with Dataflows Gen2 in Microsoft Fabric
- Understand Dataflows (Gen2) in Fabric
- Explore Dataflows Gen2 features
- Integrate Dataflows Gen2 and Pipelines in Fabric
Get started with data warehouses in Microsoft Fabric
- Understand data warehouse fundamentals
- Understand Fabric data warehouses
- Query and transform data
- Prepare data for analysis and reporting
- Secure and monitor your data warehouse
Administer Microsoft Fabric
- Understand the Fabric architecture
- Understand the Fabric administrator role
- Manage Fabric security and access
- Govern data in Fabric
You should be familiar with basic data concepts and terminology.
We offer live-instructor group training classes for your team.
Upskill your team from the comfort of your office or online.
Benefits of Group Training Include:
- Experienced Professional Instructor Trains Your Team
- Content Focused On Your Team's Needs
- Convenient Scheduling and Class Setup
- Significant Per/Student Cost Savings
- Online, On-Site and Blended Options Available
Virtual Live Instructor
Financing Available
Free Repeat
Testimonials
This was the class I needed.
The instructor Jeff took his time and made sure we understood each topic before moving to the next. He answered all of our questions, and I don't know about the rest of the students, but was very pleased with this experience.
I finally understand how to use Excel.
-Amanda T (Yale New Haven Hospital).
Great class!
We were able to cover a lot of information in one day without getting overwhelmed.
-Maria R (Microsoft).
We offer private Fabric group training services for organizations looking to upskill their team members with a live-instructor.
Training options include:
Learn more about how Fabric Private Group Training from Business Computer Skills can help your team.
