Explore digital courses

Try Azure Cosmos DB for NoSQL

Units in this learning path:

• Introduction
• Explore Resources
• Review Basic Operations
• Exercise Create Account
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 32 minutes

Learn how to use the Optuna library in Azure Databricks to tune machine learning hyperparameters.

Units in this learning path:

• Introduction
• Hyperopt
• Review Hyperopt Trials
• Scale Hyperopt
• Exercise Use Mlflow
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Scientist

Level: Intermediate

Subjects: Data Management, Machine Learning

Duration: 68 minutes

Relational databases store many different types of data for many different types of applications. Some databases have thousands of users and some have just one user. Some tables have tens of rows while others have millions of rows. Some data is unique while other data is duplicated. All of these variables mean that database management systems (DBMSs) need systems to understand the data and the queries that are running against this data to ensure optimum performance. When you perform tune a database, it's important to understand how performance tuning works and how you can assess performance metrics.

Units in this learning path:

• Introduction
• Understand Statistics
• Assess Query Performance Query Store
• Exercise Assess Query Performance Query Store
• Knowledge Check
• Summary

Products: Azure Database Postgresql

Roles: Database Administrator

Level: Intermediate

Subjects: Databases

Duration: 31 minutes

Use plans in Power Apps to describe a business problem in natural language and let AI agents generate user requirements, a data model, and a technology proposal — then build the complete solution.

Units in this learning path:

• Introduction
• Explore Plans AI Agents
• Create Plan Refine Requirements
• Review Data Model Technology Proposal
• Build Manage Solution
• Create Plan Existing Solution
• Knowledge Check
• Summary

Products: Power Platform, Dataverse

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Artificial Intelligence, Business Applications

Duration: 38 minutes

Learn how to use AI agents including the Researcher, Analyst, and Idea Coach agents in Microsoft Copilot to gather information, generate insights, and make better decisions.

Units in this learning path:

• Introduction
• Gather Info Using Researcher Agent
• Exercise Use Researcher Agent
• Generate Insights Analyst Agent
• Exercise Use Analyst Agent
• Examine Idea Coach
• Exercise Use Agent Your Choice
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot

Roles: Business User

Level: Beginner

Subjects: Generative AI

Duration: 90 minutes

Explore Microsoft solutions and products that can help you address analytics needs that include both SAP and other data. You’ll learn about using the Azure Synapse Analytics platform to combine data from multiple sources and examine how Power Platform is used to display and analyze business data to turn insights into action.

Units in this learning path:

• Introduction
• Explore Azure Synapse Analytics
• Explore Azure Synapse Studio
• Explore Synapse Studio Linked Services
• Examine Combining Data from Multiple Sources
• Explore Predictive Analytics Azure Synapse Analytic
• Examine Connecting to Power Bi to Display Transformed Data
• Explore Power Apps Sap
• Knowledge Check
• Summary

Products: Azure, Azure Synapse Analytics, Power Platform

Roles: Administrator, Business Owner, Data Engineer, Data Scientist, Functional Consultant, Solution Architect, Technology Manager

Level: Beginner

Subjects: Cloud Computing, Data Analytics

Duration: 30 minutes

This credential earner has the advanced skills to determine the visual design principles to improve aesthetics and design recommendations to address usability issues. The individual has the technical knowledge and skills to apply best practices for color palettes, imagery, typography, alignment, hierarchy, contrast, and design styles based on brand guidelines; and conduct usability testing to analyze data for actionable solutions. The earner has practiced essential workplace skills.

Learn how to use Copilot in Excel to analyze data, run Python-powered forecasts, enrich workbooks with organizational and web data, and explore cross-file insights with the Analyst agent.

Units in this learning path:

• Introduction
• Simplify Data Analysis
• Customize Data Integration Analysis Visualization
• Exercise Boost Your Productivity
• Knowledge Check
• Summary

Products: M365, Office 365

Roles: Administrator, Business User, Functional Consultant, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Artificial Intelligence, Business Applications, Compliance, Productivity, Security

Duration: 38 minutes

Learn about what AI Agents are and when to use them in every day tasks. Understand how to optimize your prompt to get the best possible results from Copilot.

Units in this learning path:

• Introduction
• Copilot Agents Defined
• Write Effective Prompts Optimize Responses
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot

Roles: Business User

Level: Beginner

Subjects: Generative AI

Duration: 36 minutes

Learn the fundamentals of building web applications with ASP.NET Core. This learning path teaches the basics required for front-end and back-end development with ASP.NET Core.

Modules in this learning path:

• Introduction to Aspnet Core
• Build Your First Aspnet Core Web App
• Aspnetcore Middleware
• Configure Dependency Injection
• Publish Aspnetcore App

Products: Dotnet, Aspnet Core, Vs, Vs Code

Roles: Developer

Level: Intermediate

Subjects: Cross Development, Backend Development, Frontend Development

Duration: 122 minutes

Learn how to configure, audit, and manage Group Policy Security Settings in Active Directory environments.

Units in this learning path:

• Introduction
• Configure Account Policies
• Assign User Rights
• Configure Security Options
• Configure Audit Policy
• Secure Groups Services Registry Files Logs
• Deploy Network Application Security Policies
• Design Deploy Manage Security Settings at Scale
• Knowledge Check
• Summary

Products: Windows Server

Roles: Administrator

Level: Advanced

Subjects: Identity Access, Security

Duration: 115 minutes

Learn how Azure Databricks integrates with Microsoft tools and services including Fabric, Power BI, VS Code, Power Platform, Copilot Studio, Purview, and Foundry to enable comprehensive data and AI solutions.

Units in this learning path:

• Introduction
• Integration Databricks Microsoft Fabric
• Integration Databricks Power Bi
• Integration Databricks Vscode
• Integration Databricks Power Platform
• Integration Databricks Copilot Studio
• Integration Databricks Microsoft Purview
• Integration Databricks Microsoft Foundry
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 69 minutes