Fabric

96 resources

Mslearn
free
Manage a Microsoft Fabric environment
Learn how to manage a Microsoft Fabric environment through CI/CD, monitoring, security, and administration.
Fabric
intermediate
Mslearn
free
Introduction to Microsoft Azure Data core data concepts
Data is the foundation on which all software is built. Learn about common data formats, workloads, roles, and...
Azure Fabric Power Bi
beginner
Mslearn
free
Work smarter with Copilot in Microsoft Fabric
Explore how to work smarter with Copilot in Microsoft Fabric. Learn how to integrate, transform, store data, and...
Fabric
intermediate
Mslearn
free
Implement a data science and machine learning solution for AI in Microsoft Fabric
Explore the data science process and learn how to train machine learning models to accomplish artificial...
Fabric
beginner
Mslearn
free
Explore analytics data stores in Microsoft Fabric
Understand how Microsoft Fabric unifies analytics storage through OneLake, and evaluate when to use lakehouses,...
Fabric
beginner
Mslearn
free
Design and transform analytics data in Microsoft Fabric
Design dimensional models and apply transformations using dataflows, Spark notebooks, and T-SQL to produce...
Fabric
intermediate
Mslearn
free
Discover AI for leaders in nonprofit
Discover AI for leaders in nonprofit
Azure Openai Fabric Industry Solutions
beginner
Mslearn
free
Implement Real-Time Intelligence with Microsoft Fabric
Ingest, transform, and analyze streaming data with Real-Time Intelligence in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Get started with Fabric IQ
Learn how to use Fabric IQ to model business concepts in an ontology, bind them to data sources, visualize...
Fabric
beginner
Mslearn
free
Design and develop database solutions
Learn to design and implement database objects, programmability objects, advanced T-SQL code, and AI-assisted tools...
Sql Server Azure Sql Database Azure Sql Managed Instance
intermediate
Mslearn
free
Prepare AI-ready analytics data in Microsoft Fabric
Prepare your semantic layer for AI by adding metadata and linguistic context to gold-layer data stores and semantic...
Fabric
intermediate
Mslearn
free
Secure, optimize, and deploy database solutions
Learn to protect data with encryption and access controls, tune query performance, implement CI/CD pipelines for...
Sql Server Azure Sql Database Azure Sql Managed Instance
intermediate
Mslearn
free
Get started with Microsoft Fabric
Explore how to implement data analytics solutions on a single platform with Microsoft Fabric. Integrate, transform,...
Fabric
beginner
Mslearn
free
Implement a data warehouse with Microsoft Fabric
Explore the data warehousing process and learn how to load, monitor, secure, and query a warehouse in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Implement operational databases in Microsoft Fabric
Learn how to work with operational databases in Microsoft Fabric.
Azure Sql Database Fabric
intermediate
Mslearn
free
Ingest data with Microsoft Fabric
Learn to ingest and process data in Microsoft Fabric using Dataflows Gen2, pipelines, Apache Spark, and KQL databases.
Fabric
intermediate
Mslearn
free
Implement a Lakehouse with Microsoft Fabric
Implement a Lakehouse with Microsoft Fabric
Fabric
intermediate
Mslearn
free
Secure and govern analytics data in Microsoft Fabric
Implement layered access controls across Microsoft Fabric workspaces and data stores, then establish governance...
Fabric
intermediate
Mslearn
free
Design and manage semantic models in Microsoft Fabric
Create semantic models that serve reliable, governed analytics at scale — from initial DAX logic through performance...
Fabric
intermediate
Mslearn
free
Introduction to Microsoft Azure Data analytics in Azure
Introduction to Microsoft Azure Data analytics in Azure
Azure Fabric Power Bi
beginner
Mslearn
free
Manage and secure Power BI
Ensure content is accessible and distributed effectively in Power BI to foster collaboration and informed...
Power Bi Fabric
intermediate
Mslearn
free
Prepare and visualize data with Microsoft Power BI
Power BI allows you to easily connect to and present your data in an interactive report, so you can make data-driven...
Fabric Power Bi
beginner
Mslearn
free
Model data with Power BI
Data modeling configures and shapes your prepared data to design a semantic model with the necessary relationships...
Power Bi Fabric
intermediate
Mslearn
free
Use DAX in semantic models
Enable deeper insights in Power BI by using Data Analysis Expressions (DAX) to add calculations that support dynamic...
Power Bi Fabric
intermediate
Mslearn
free
Train and track machine learning models with MLflow in Microsoft Fabric
Learn how to train machine learning models in notebooks and track your work with MLflow experiments in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Transform data using T-SQL in Microsoft Fabric
Use T-SQL in Microsoft Fabric warehouses to transform and query data, create reusable views and stored procedures,...
Fabric
intermediate
Mslearn
free
Secure a Microsoft Fabric data warehouse
Learn the key concepts and strategies for protecting sensitive data in Microsoft Fabric data warehouses.
Fabric
beginner
Mslearn
free
Write advanced T-SQL code
Learn how to write advanced T-SQL code including CTEs, window functions, JSON functions, regular expressions, fuzzy...
Sql Server Azure Sql Database Azure Sql Managed Instance
intermediate
Mslearn
free
Manage the semantic model development lifecycle
Manage semantic models through their full development lifecycle. Create reusable assets, version-control with Git,...
Power Bi Fabric
intermediate
Mslearn
free
Optimize semantic model performance
Diagnose and fix semantic model and report performance issues. Use Performance analyzer to identify bottlenecks,...
Fabric Power Bi
advanced
Mslearn
free
Define a Microsoft AI strategy to create business value in nonprofit
Discover AI use cases and scenarios for nonprofit organizations. Get familiar with Microsoft AI tools and services...
Azure Openai Fabric Microsoft 365 Copilot
beginner
Mslearn
free
Explore core data concepts
This content is a part of Explore core data concepts.
Azure Fabric Power Bi
beginner
Mslearn
free
Understand Microsoft Fabric IQ fundamentals
Learn the fundamentals of Microsoft Fabric IQ, including how ontologies create a shared business vocabulary, the...
Fabric
beginner
Mslearn
free
Load data into a Microsoft Fabric data warehouse
Learn how to load data into a Microsoft Fabric warehouse using data pipelines, T-SQL, and Dataflow Gen2.
Fabric
beginner
Mslearn
free
Implement Microsoft Fabric Data Agents (chat with your data)
Implement Microsoft Fabric Data Agents (chat with your data)
Fabric
intermediate
Mslearn
free
Implement data security and compliance with SQL
Learn how to implement data security and compliance features in SQL Server, Azure SQL, and SQL databases in...
Sql Server Azure Sql Database Fabric
intermediate
Mslearn
free
Preprocess data with Data Wrangler in Microsoft Fabric
Explore the process of preparing data for machine learning models using the Data Wrangler tool in Microsoft Fabric notebooks.
Fabric
beginner
Mslearn
free
Get started with GraphQL in Microsoft Fabric
Learn how GraphQL in Microsoft Fabric works, the key concepts, and practical examples to help users integrate their...
Fabric Azure Ad Graph Api Azure Sql Database
beginner
Mslearn
free
Transform data using notebooks in Microsoft Fabric
Use Fabric notebooks to transform data with Spark SQL and PySpark, connecting to lakehouses, warehouses, and other...
Fabric
intermediate
Mslearn
free
Secure data access in Microsoft Fabric
Implement workspace roles, item permissions, and OneLake security roles to control data access in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Enforce semantic model security
Implement row-level security, object-level security, and dynamic security patterns to protect sensitive data in...
Power Bi Fabric
advanced
Mslearn
free
Ingest Data with Dataflows Gen2 in Microsoft Fabric
Data ingestion is crucial in analytics. Microsoft Fabric's Data Factory offers Dataflows for visually creating...
Fabric
intermediate
Mslearn
free
Work with Delta Lake tables in Microsoft Fabric
Tables in a Microsoft Fabric lakehouse are based on the Delta Lake technology commonly used in Apache Spark. By...
Fabric
intermediate
Mslearn
free
Get started with lakehouses in Microsoft Fabric
Lakehouses in Microsoft Fabric combine data lake flexibility with data warehouse analytics. Learn how to create,...
Fabric
beginner
Mslearn
free
Choose data stores in Microsoft Fabric
Evaluate lakehouse, warehouse, and eventhouse options in Microsoft Fabric to select the appropriate analytical data...
Fabric
intermediate
Mslearn
free
Explore fundamentals of large-scale analytics
Organizations use analytics platforms to build large scale data analytics solutions that generate insights and drive...
Azure Azure Data Factory Azure Databricks
beginner
Mslearn
free
Get started with Copilot in Microsoft Fabric for data engineering
Get Started with Copilot in Microsoft Fabric for data engineering.
Fabric
intermediate
Mslearn
free
Design semantic models for scale in Microsoft Fabric
Design semantic models for scale in Microsoft Fabric. Choose storage modes, design star schema relationships, create...
Fabric Power Bi
intermediate
Mslearn
free
Implement continuous integration and continuous delivery (CI/CD) in Microsoft Fabric
Learn the key concepts and strategies for implementing continuous integration and continuous deployment (CI/CD) in...
Fabric
beginner
Mslearn
free
Introduction to end-to-end analytics using Microsoft Fabric
Discover how Microsoft Fabric can meet your enterprise's analytics needs in one platform. Discover the capabilities...
Fabric
beginner
Mslearn
free
Query a data warehouse in Microsoft Fabric
Learn to query a Microsoft Fabric data warehouse using the SQL query editor, visual query editor, and SQL Server...
Fabric
beginner
Mslearn
free
Govern analytics data in Microsoft Fabric
Implement Fabric-native governance practices including data classification, sensitivity labels, endorsement, and...
Fabric
intermediate
Mslearn
free
Explore data roles and services
This content is a part of Explore data roles and services.
Azure Fabric Power Bi
beginner
Mslearn
free
Orchestrate processes and data movement with Microsoft Fabric
Use Data Factory pipelines in Microsoft Fabric
Fabric
beginner
Mslearn
free
Get started with Copilot in Microsoft Fabric for Data Warehouse
Get started with Copilot in Microsoft Fabric for Data Warehouse
Fabric
intermediate
Mslearn
free
Visualize ontology data with Microsoft Fabric IQ
Learn how to explore entity instances, visualize entity connections in the relationship graph, and filter ontology...
Fabric
beginner
Mslearn
free
Discover and connect to data in OneLake
Browse and connect to data using Microsoft OneLake's unified storage. Discover data across workspaces with the...
Fabric
beginner
Mslearn
free
Get started with Cosmos DB in Microsoft Fabric
Learn how Cosmos DB Database in Microsoft Fabric works, the key concepts, and practical examples to help users...
Fabric Azure Cosmos Db
beginner
Mslearn
free
Use Apache Spark in Microsoft Fabric
Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark...
Fabric
intermediate
Mslearn
free
Get started with data science in Microsoft Fabric
Get started with data science in Microsoft Fabric by learning how to train a model in a notebook, and track your...
Fabric
beginner
Mslearn
free
Monitor activities in Microsoft Fabric
Learn how to use the monitoring hub in Microsoft Fabric to track activity status, investigate failures, and view...
Fabric
beginner
Mslearn
free
Get started with Real-Time Intelligence in Microsoft Fabric
Real-Time Intelligence in Microsoft Fabric has capabilities that help you ingest, process, store, visualize, and act...
Fabric
beginner
Mslearn
free
Create an ontology with Fabric IQ
Learn how to create ontologies in Fabric IQ by building manually or generating from Power BI semantic models, then...
Fabric
intermediate
Mslearn
free
Prepare the semantic layer for AI in Microsoft Fabric
Learn to design gold layers, configure Prep for AI features, and connect semantic models to enterprise ontology with...
Fabric Power Bi
advanced
Mslearn
free
Monitor a Microsoft Fabric data warehouse
A data warehouse is a vital component of an enterprise analytics solution. It's important to learn how to monitor a...
Fabric
intermediate
Mslearn
free
Implement SQL solutions by using AI-assisted tools
Learn how to use GitHub Copilot and Fabric Copilot for AI-assisted database development on Microsoft SQL platforms,...
Sql Server Azure Sql Database Fabric
intermediate
Mslearn
free
Implement programmability objects with SQL
Learn how to implement views, stored procedures, functions, and triggers in SQL Server to encapsulate logic, improve...
Sql Server Azure Sql Database Azure Sql Managed Instance
intermediate
Mslearn
free
Design and implement database objects with SQL
Learn how to design and implement database objects in SQL Server, Azure SQL, and SQL databases in Microsoft Fabric,...
Sql Server Azure Sql Database Azure Sql Managed Instance
intermediate
Mslearn
free
Explore fundamentals of real-time analytics
Learn about the basics of stream processing, and the services in Microsoft Azure that you can use to implement...
Azure Fabric Azure Databricks
beginner
Mslearn
free
Explore fundamentals of data visualization
Learn the fundamental principles of analytical data modeling and data visualization, using Microsoft Power BI as a...
Azure Power Bi Fabric
beginner
Mslearn
free
Get started with FinOps
Learn about the FinOps Framework and the impact of transitioning from a CapEx to an OpEx model.
Azure Dynamics 365 Fabric
beginner
Mslearn
free
Get started with data warehouses in Microsoft Fabric
Understand the key components and design considerations for implementation of data warehouses in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Build a Fabric data agent with an ontology
Learn how to create a Fabric data agent that uses a Microsoft Fabric IQ ontology as its data source, configure agent...
Fabric
beginner
Mslearn
free
Manage Copilot in Microsoft Fabric
Manage to Copilot in Microsoft Fabric.
Fabric
intermediate
Mslearn
free
Use Activator in Microsoft Fabric
Fabric Activator is an event detection engine that automatically triggers actions when specific patterns or...
Fabric
beginner
Mslearn
free
Generate batch predictions using a deployed model in Microsoft Fabric
Learn how to use a trained machine learning model to generate batch predictions in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Design dimensional models for analytics in Microsoft Fabric
Learn dimensional schema types, fact and dimension table design, and slowly changing dimension patterns for...
Fabric
intermediate
Mslearn
free
Administer a Microsoft Fabric environment
Learn how to configure and manage a Microsoft Fabric environment, including tenant settings, domain setup, admin...
Fabric
intermediate
Mslearn
free
Work with real-time data in an Eventhouse in Microsoft Fabric
Microsoft Fabric provides a scalable and flexible store for real-time data.
Fabric
beginner
Mslearn
free
Transform data using Dataflows Gen2 in Microsoft Fabric
Apply low-code transformations using Power Query in Dataflows Gen2 to prepare analytical data for downstream consumption.
Fabric
intermediate
Mslearn
free
Explore data for data science with notebooks in Microsoft Fabric
Discover how to perform data exploration for data science using Microsoft Fabric notebooks.
Fabric
beginner
Mslearn
free
Introduction to Copilot in Microsoft Fabric
Introduction to Copilot in Microsoft Fabric.
Fabric
beginner
Mslearn
free
Create Real-Time Dashboards with Microsoft Fabric
Real-Time Dashboard is a capability in Microsoft Fabric that you can use to create interactive data visualizations.
Fabric
beginner
Mslearn
free
Use Eventstream in Microsoft Fabric
Eventstream in Real-Time Intelligence (RTI) enables you to ingest, transform, and route real-time data.
Fabric
beginner
Mslearn
free
Get started with SQL Database in Microsoft Fabric
Learn how SQL Database in Microsoft Fabric works, the key concepts, and practical examples to help users SQL...
Fabric Azure Sql Database
beginner
Mslearn
free
Adopt FinOps on Azure
Learn how to implement FinOps on Azure.
Azure Dynamics 365 Fabric
intermediate
Mslearn
free
Organize a Fabric lakehouse using medallion architecture design
Explore the potential of the medallion architecture design in Microsoft Fabric. Organize and transform your data...
Fabric
intermediate
Mslearn
free
Configure a semantic model
Semantic models organize complex data into an intuitive structure, enhancing data visualization and enabling...
Power Bi Fabric
intermediate
Mslearn
free
Create dashboards in Power BI
Microsoft Power BI dashboards are different than Power BI reports. Dashboards allow report consumers to create a...
Power Bi Power Platform Fabric
intermediate
Mslearn
free
Create DAX calculations in semantic models
Adding DAX calculations to Power BI semantic models allows you to define custom logic within your data model, to...
Power Bi Fabric
intermediate
Mslearn
free
Link your Dataverse environment to Microsoft Fabric
Learn how to link your Dataverse environment to Microsoft Fabric.
Fabric Power Apps Dataverse
beginner
Mslearn
free
Use DAX time intelligence functions in semantic models
DAX time intelligence functions in Power BI enable users to analyze and compare data across different time periods,...
Power Bi Fabric
intermediate
Mslearn
free
Create visual calculations in Power BI Desktop
Visual calculations in Power BI simplify complex formulas by operating directly on visual data. Learn to create...
Power Bi Fabric
intermediate
Mslearn
free
Modify DAX filter context in semantic models
Modifying the filter context in DAX lets you control how calculations evaluate data in Power BI semantic models....
Power Bi Fabric
intermediate
Mslearn
free
Write DAX formulas for semantic models
Data Analysis Expressions (DAX) is a formula language for Power BI that enables you to create calculations, add...
Power Bi Fabric
beginner
Mslearn
free
Get started with Copilot in Power BI
Copilot in Power BI allows you to interact with your data using natural language to gain insights. Copilot also...
Power Platform Power Bi Fabric
intermediate