Online

Microsoft Fabric Mastery: From Data Lake to AI-Powered Analytics

Ginger Grant

Transform your organization's data strategy with this intensive 2-day hands-on training in Microsoft Fabric, the unified analytics platform that's revolutionizing how enterprises handle their entire data lifecycle. Whether you're a data engineer, analyst, or business intelligence professional, this course will equip you with the practical skills to leverage Fabric's powerful suite of integrated tools.

This is an online event.

Click here to register for this event!

What You'll Master

In just two days, you'll progress from Fabric fundamentals to building sophisticated data solutions that drive real business value. Day 1 establishes your foundation with Fabric's architecture, One Lake storage, and low-code ETL processes using DataFlow Gen2. You'll dive deep into Spark notebooks and PySpark transformations, learning to harness the power of distributed computing for large-scale data processing.

Day 2 elevates your expertise to production-level implementations. You'll orchestrate complex data workflows with pipelines, implement enterprise-grade security and governance, and explore the cutting-edge intersection of AI and analytics by building chatbots powered by your Fabric data. The course culminates with creating stunning Power BI reports that bring your data to life.

Key Learning Outcomes:

  • Build scalable data lakehouses and warehouses in One Lake
  • Develop automated ETL pipelines with monitoring and scheduling
  • Master both low-code and code-first approaches to data transformation
  • Implement enterprise security, governance, and CI/CD best practices
  • Create AI-powered chatbots using Fabric's Data Agents
  • Design optimized semantic models for high-performance reporting

Perfect For: Data engineers, BI developers, analysts, and IT professionals ready to modernize their data stack with Microsoft's most advanced analytics platform.

Format: Interactive workshop with 8 hands-on exercises ensuring you leave with practical, immediately applicable skills.

Note Ginger is teaching this class at the CODE office in Houston and we're advertising 5 seats to attend the class online. This course is a beta run of material that we plan to offer fully online after this beta concludes. This beta class will not be recorded. The course will be available for onsite training at customer locations.

Join us to unlock the full potential of your data with Microsoft Fabric – where every data challenge becomes an opportunity for innovation.

Session Agenda:

Tuesday, September 23, 2025
9:00AM
to
9:45AM
Introduction to Fabric
Ginger Grant
9:45AM
to
10:00AM
Break
10:00AM
to
11:00AM
Storing and Accessing Data in Lakehouse
Ginger Grant
11:00AM
to
11:45AM
Lab Exercise: Exercise : Creating a lakehouse
Ginger Grant
11:45AM
to
12:45PM
Lunch
12:45PM
to
1:30PM
Low Code ETL with Data Flow Gen2
Ginger Grant
1:30PM
to
2:00PM
Lab Exercise: Exercise: Modifying data with Data Flow Gen 2
Ginger Grant
2:00PM
to
2:45PM
Spark and Notebooks
Ginger Grant
2:45PM
to
3:15PM
Lab Exercise: Exercise: Introduction to Spark Notebooks
Ginger Grant
3:15PM
to
3:30PM
Break
3:30PM
to
4:30PM
Data Transformation in PySpark
Ginger Grant
4:30PM
to
5:00PM
Lab Exercise: Transforming data with Data Wrangler
Ginger Grant
Wednesday, September 24, 2025
9:00AM
to
9:45AM
Pipelines, part 1
Ginger Grant
9:45AM
to
10:15AM
Lab Exercise: Creating a pipeline with the copy command
Ginger Grant
10:15AM
to
11:00AM
Pipelines, part 2
Ginger Grant
11:00AM
to
11:45AM
Lab Exercise: Implementing parameters and variable pipelines
Ginger Grant
11:45AM
to
12:45PM
Lunch
12:45PM
to
1:30PM
Administration and Source Control
Ginger Grant
1:30PM
to
1:45PM
Break
1:45PM
to
2:30PM
Data Warehouse and SQL Server DB
Ginger Grant
2:30PM
to
3:00PM
Lab Exercise: Implementing data security
Ginger Grant
3:00PM
to
3:45PM
Using Fabric Data to create a Chat Bot
Ginger Grant
3:45PM
to
4:00PM
Break
4:00PM
to
4:45PM
Supporting Power BI with Good Semantic Models
Ginger Grant
4:45PM
to
5:30PM
Lab Exercise: Create a Power BI Report using the data added to Fabric
Ginger Grant
Tuesday, September 23, 2025
Main
9:00AM to 9:45AM
Introduction to Fabric
Ginger Grant
9:45AM to 10:00AM
Break
10:00AM to 11:00AM
Storing and Accessing Data in Lakehouse
Ginger Grant
11:00AM to 11:45AM
Lab Exercise: Exercise : Creating a lakehouse
Ginger Grant
11:45AM to 12:45PM
Lunch
12:45PM to 1:30PM
Low Code ETL with Data Flow Gen2
Ginger Grant
1:30PM to 2:00PM
Lab Exercise: Exercise: Modifying data with Data Flow Gen 2
Ginger Grant
2:00PM to 2:45PM
Spark and Notebooks
Ginger Grant
2:45PM to 3:15PM
Lab Exercise: Exercise: Introduction to Spark Notebooks
Ginger Grant
3:15PM to 3:30PM
Break
3:30PM to 4:30PM
Data Transformation in PySpark
Ginger Grant
4:30PM to 5:00PM
Lab Exercise: Transforming data with Data Wrangler
Ginger Grant
Wednesday, September 24, 2025
Main
9:00AM to 9:45AM
Pipelines, part 1
Ginger Grant
9:45AM to 10:15AM
Lab Exercise: Creating a pipeline with the copy command
Ginger Grant
10:15AM to 11:00AM
Pipelines, part 2
Ginger Grant
11:00AM to 11:45AM
Lab Exercise: Implementing parameters and variable pipelines
Ginger Grant
11:45AM to 12:45PM
Lunch
12:45PM to 1:30PM
Administration and Source Control
Ginger Grant
1:30PM to 1:45PM
Break
1:45PM to 2:30PM
Data Warehouse and SQL Server DB
Ginger Grant
2:30PM to 3:00PM
Lab Exercise: Implementing data security
Ginger Grant
3:00PM to 3:45PM
Using Fabric Data to create a Chat Bot
Ginger Grant
3:45PM to 4:00PM
Break
4:00PM to 4:45PM
Supporting Power BI with Good Semantic Models
Ginger Grant
4:45PM to 5:30PM
Lab Exercise: Create a Power BI Report using the data added to Fabric
Ginger Grant

Session Detail: