Skill pathway
Fabric
Fabric is one of the skills Australian employers list in job ads we track. Below is the free training that builds it and the work it leads to.
Why employers ask for Fabric
We're still mapping the Australian careers that ask for Fabric.
Where to learn Fabric
Start here (beginner)
Microsoft Learn
Create Real-Time Dashboards with Microsoft Fabric
Microsoft Learn
Monitor activities in Microsoft Fabric
Microsoft Learn
Prepare and visualize data with Microsoft Power BI
Microsoft Learn
Understand Microsoft Fabric IQ fundamentals
Microsoft Learn
Discover and connect to data in OneLake
Microsoft Learn
Load data into a Microsoft Fabric data warehouse
Microsoft Learn
Explore core data concepts
Microsoft Learn
Get started with data warehouses in Microsoft Fabric
Microsoft Learn
Build a Fabric data agent with an ontology
Microsoft Learn
Generate batch predictions using a deployed model in Microsoft Fabric
Microsoft Learn
Implement a data science and machine learning solution for AI in Microsoft Fabric
Microsoft Learn
Implement continuous integration and continuous delivery (CI/CD) in Microsoft Fabric
Microsoft Learn
Write DAX formulas for semantic models
Microsoft Learn
Introduction to Microsoft Azure Data analytics in Azure
Microsoft Learn
Preprocess data with Data Wrangler in Microsoft Fabric
Microsoft Learn
Get started with Real-Time Intelligence in Microsoft Fabric
Microsoft Learn
Explore fundamentals of real-time analytics
Microsoft Learn
Introduction to Transact-SQL
Microsoft Learn
Implement Real-Time Intelligence with Microsoft Fabric
Microsoft Learn
Get started with Fabric IQ
Microsoft Learn
Get started with lakehouses in Microsoft Fabric
Microsoft Learn
Introduction to Microsoft Azure Data core data concepts
Microsoft Learn
Use Eventstream in Microsoft Fabric
Microsoft Learn
Query a data warehouse in Microsoft Fabric
Microsoft Learn
Train and track machine learning models with MLflow in Microsoft Fabric
Microsoft Learn
Secure a Microsoft Fabric data warehouse
Microsoft Learn
Explore fundamentals of large-scale analytics
Microsoft Learn
Explore the analytics process that turns data into insights
Microsoft Learn
Explore data roles and services
Microsoft Learn
Work with real-time data in an Eventhouse in Microsoft Fabric
Microsoft Learn
Explore data for data science with notebooks in Microsoft Fabric
Microsoft Learn
Get started with data science in Microsoft Fabric
Microsoft Learn
Explore fundamentals of data visualization
Microsoft Learn
Get started with SQL Database in Microsoft Fabric
Microsoft Learn
Introduction to end-to-end analytics using Microsoft Fabric
Microsoft Learn
Implement a data warehouse with Microsoft Fabric
Microsoft Learn
Secure data access in Microsoft Fabric
Microsoft Learn
Explore analytics data stores in Microsoft Fabric
Microsoft Learn
Get started with FinOps
Microsoft Learn
Introduction to Copilot in Microsoft Fabric
Go further
Microsoft Learn
Create an ontology with Fabric IQ
Microsoft Learn
Manage a Microsoft Fabric environment
Microsoft Learn
Ingest data with Microsoft Fabric
Microsoft Learn
Prepare semantic models for AI in Power BI and Microsoft Fabric
Microsoft Learn
Create dashboards in Power BI
Microsoft Learn
Manage the semantic model development lifecycle
Microsoft Learn
Implement SQL solutions by using AI-assisted tools
Microsoft Learn
Prepare AI-ready analytics data in Microsoft Fabric
Microsoft Learn
Design semantic models for scale in Microsoft Fabric
Microsoft Learn
Manage and secure Power BI
Microsoft Learn
Create visual calculations in Power BI Desktop
Microsoft Learn
Get started with Copilot in Power BI
Microsoft Learn
Work with Delta Lake tables in Microsoft Fabric
Microsoft Learn
Design and develop database solutions
Microsoft Learn
Design and transform analytics data in Microsoft Fabric
Microsoft Learn
Monitor a Microsoft Fabric data warehouse
Microsoft Learn
Implement programmability objects with SQL
Microsoft Learn
Enforce semantic model security
Microsoft Learn
Implement operational databases in Microsoft Fabric
Microsoft Learn
Ingest Data with Dataflows Gen2 in Microsoft Fabric
Microsoft Learn
Use DAX time intelligence functions in semantic models
Microsoft Learn
Govern analytics data in Microsoft Fabric
Microsoft Learn
Secure, optimize, and deploy database solutions
Microsoft Learn
Configure a semantic model
Microsoft Learn
Model data with Power BI
Microsoft Learn
Work smarter with Copilot in Microsoft Fabric
Microsoft Learn
Use DAX in semantic models
Microsoft Learn
Modify DAX filter context in semantic models
Microsoft Learn
Transform data using Dataflows Gen2 in Microsoft Fabric
Microsoft Learn
Design and manage semantic models in Microsoft Fabric
Microsoft Learn
Design dimensional models for analytics in Microsoft Fabric
Microsoft Learn
Transform data using notebooks in Microsoft Fabric
Microsoft Learn
Secure and govern analytics data in Microsoft Fabric
Microsoft Learn
Implement a Lakehouse with Microsoft Fabric
Microsoft Learn
Optimize semantic model performance
Microsoft Learn
Use Apache Spark in Microsoft Fabric
Microsoft Learn
Create DAX calculations in semantic models
Microsoft Learn
Organize a Fabric lakehouse using medallion architecture design
Microsoft Learn
Get started with Copilot in Microsoft Fabric for Data Warehouse
Microsoft Learn
Transform data using T-SQL in Microsoft Fabric
Microsoft Learn
Write advanced T-SQL code
Microsoft Learn
Secure developer AI environments with Microsoft Purview
Microsoft Learn
Design and implement database objects with SQL
Microsoft Learn
Visualize ontology data with Microsoft Fabric IQ
Microsoft Learn
Monitor and optimize Dynamics 365 Contact Center with AI-driven insights
Microsoft Learn
Implement data security and compliance with SQL
Microsoft Learn
Manage Copilot in Microsoft Fabric
Microsoft Learn
Implement Microsoft Fabric Data Agents (chat with your data)