Explore digital courses

Explore Data Cloud—from setup and administration to segmenting and acting on your data insights. This trail will get you ready to become a certified Data Cloud Consultant. You will gain skills in data science and visualization, digital marketing, query languages, business strategy, automation, and more.

Learn about creating an Azure Data Lake Storage account and uploading data to Data Lake Storage Gen 2 through the Azure Storage Explorer.

Units in this learning path:

• Introduction
• Create Azure Data Lake
• Upload Data Using Explorer
• Summary

Products: Azure

Roles: Data Engineer

Level: Beginner

Subjects: Data Storage

Duration: 35 minutes

Explore AI Builder's ready-to-use models, enhancing Power Apps user experience and offering interactive controls.

Units in this learning path:

• Introduction
• Create Custom Model
• Add Prebuilt Model Driven
• Add Prebuilt Canvas
• Add Custom Canvas
• Check
• Summary

Products: Power Apps, AI Builder

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Data Modeling

Duration: 26 minutes

Fabric Activator is an event detection engine that automatically triggers actions when specific patterns or conditions are detected in data sources.

Units in this learning path:

• Introduction
• Configure Activator
• Create Rules
• Configure Actions
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Engineer, Data Analyst

Level: Beginner

Subjects: Data Analytics, Data Engineering

Duration: 61 minutes

Learn how to enhance the user experience of declarative agents by using Adaptive Cards to render API data visually. Create and configure Adaptive Card templates, integrate them into API plugins, and test the setup in Microsoft 365 Copilot. Learn the practical steps for building and previewing Adaptive Cards in Visual Studio Code.

Units in this learning path:

• Introduction
• Return Rich Responses Adaptive Cards
• Exercise Return Rich Responses Adaptive Cards
• Knowledge Check
• Summary

Products: M365, Ms Copilot

Roles: Developer

Level: Intermediate

Subjects: Knowledge Management, Productivity, Data Integration, Data Management, Custom App Development

Duration: 16 minutes

Use Apache Spark in Azure Databricks

Units in this learning path:

• Introduction
• Get to Know Spark
• Create Spark Cluster
• Use Spark Notebooks
• Use Spark to Work Data Files
• Visualize Data
• Exercise Use
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering, Data Visualization

Duration: 79 minutes

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 at scale.

Units in this learning path:

• Introduction
• Spark
• Spark Code
• Dataframe
• Spark SQL
• Visualize Data
• Exercise Spark
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Data Engineer

Level: Intermediate

Subjects: Data Analytics, Data Engineering

Duration: 80 minutes

Learn how to use AutoML to train optimal machine learning models for your data in Azure Databricks.

Units in this learning path:

• Introduction
• What Automl
• Automl User Interface
• Automl Code
• Exercise Automl
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Scientist

Level: Intermediate

Subjects: Data Management, Machine Learning

Duration: 44 minutes

Use Azure Synapse serverless SQL pools to transform data in a data lake

Units in this learning path:

• Introduction
• Transform Data with Using Create External Table As Select Statement
• Operationalize Data Transformation with Using Stored Procedures
• Pool Stored Procedures from Synapse Pipelines
• Exercise Transform Data
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering, Data Storage

Duration: 47 minutes

Enable deeper insights in Power BI by using Data Analysis Expressions (DAX) to add calculations that support dynamic analysis and advanced reporting in your semantic models.

Modules in this learning path:

• Dax Power Bi Write Formulas
• Dax Power Bi Create Calculations
• Dax Power Bi Time Intelligence
• Power Bi Visual Calculations

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics, Data Modeling

Duration: 203 minutes

DAX time intelligence functions in Power BI enable users to analyze and compare data across different time periods, supporting insightful reporting on trends, growth, and performance over time.

Units in this learning path:

• 1 Introduction
• 2 Functions
• 3 Calculations
• Lab
• 4 Check
• 5 Summary

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics

Duration: 34 minutes

Explore how you can use Power Fx formulas to work with Microsoft Dataverse choice and choices columns. These column data types present the user with a fixed list of values defined by the maker.

Units in this learning path:

• 1 Introduction
• 2 Filter
• 3 Set Values
• 4 Exercise
• 5 Check
• 6 Summary

Products: Power Platform, Power Apps, Dataverse

Roles: Maker

Level: Intermediate

Subjects: Data Modeling

Duration: 42 minutes