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Learn to model responsible AI practice, protect learners and communities, and make thoughtful decisions about when and how to use AI.

Units in this learning path:

• Introduction
• Responsible AI Use
• Apply Responsible AI Use Real Contexts
• Model Responsible Choices
• Verify Then Share
• Knowledge Check
• Summary

Products: Ms Copilot, Office Onenote

Roles: K 12 Educator, School Leader, Higher Ed Educator

Level: Beginner

Duration: 29 minutes

Discover Microsoft's commitment to ethical AI. Learn about the principles of responsible AI - fairness, reliability & safety, privacy & security, transparency, inclusiveness, and accountability specifically for a learning environment. Principles that are designed to guide and shape the future of AI development and usage.

Units in this learning path:

• Introduction
• Consider the Fairness Principle
• Explore the Reliability and Safety Principle
• Examine the Privacy and Security Principle
• Apply the Inclusiveness Principle
• Use the Transparency Principle
• Implement the Accountability Principle
• Knowledge Check
• Summary

Products: Foundry Tools, Azure Machine Learning, Azure Machine Learning Designer, M365 Apps, Azure Translator Text, Azure Translator Speech, Ms Copilot, Language Service

Roles: K 12 Educator, Business User, Higher Ed Educator, Data Engineer, School Leader

Level: Beginner

Subjects: Artificial Intelligence

Duration: 39 minutes

Apply 10 schema design patterns to solve data modeling challenges in Azure DocumentDB. Organize documents, precompute results, manage arrays, group time-series data, evolve schemas, and archive old data.

Units in this learning path:

• Introduction
• Organize Optimize Documents
• Reduce Lookups Manage Schema Evolution
• Handle Complex Data Scenarios
• Exercise Apply Patterns
• Knowledge Check
• Summary

Products: Azure Documentdb

Roles: Developer

Level: Intermediate

Subjects: Databases

Duration: 64 minutes

Apply sensitivity labels for data protection.

Units in this learning path:

• Introduction
• Sensitivity Label Foundations
• Manage Sensitivity Labels Office
• Apply Sensitivity Labels with Copilot
• Protect Meetings with Sensitivity Labels
• Apply Sensitivity Labels to Microsoft 365 Services
• Apply Sensitivity Labels Power Bi
• Knowledge Check
• Summary Resources

Products: Microsoft Purview, M365, Power Bi

Roles: Ip Admin, Risk Practitioner

Level: Intermediate

Subjects: Information Protection Governance

Duration: 70 minutes

Learn storage concepts that help you solve real problems with Windows containers running on Azure Kubernetes Service (AKS) and AKS Hybrid.

Units in this learning path:

• Introduction
• Storage Concepts for Containers
• Storage Concepts for Kubernetes
• Windows Container Storage with Azure Kubernetes Service
• Windows Container Storage with Aks Hybrid
• Knowledge Check
• Summary

Products: Azure Kubernetes Service

Roles: Administrator

Level: Intermediate

Subjects: Networking

Duration: 56 minutes

Apply advanced task decomposition strategies in Microsoft Foundry multi-agent systems. Design prompt chaining workflows, implement LLM-driven adaptive decomposition, configure agent handoff protocols for context-preserving transitions, and balance decomposition granularity against coordination overhead.

Units in this learning path:

• Introduction
• Design Prompt Chain Workflows
• Implement Dynamic Adaptive Task Decomposition
• Configure Agent Handoff Collaboration Protocols
• Ensure Handoff Reliability Context Preservation
• Optimize Decomposition Granularity
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry, Foundry Agent Service

Roles: AI Engineer, Solution Architect

Level: Advanced

Subjects: Artificial Intelligence

Duration: 46 minutes

Mainframe workloads often lack the agility needed to deploy new business functions and their technical complexity slows down development. This course provides you with the most common mainframe modernization drivers and an understanding of the key…

Threat modeling is an effective technique to help you identify threats and ways to reduce or eliminate risk. We start by deciding to focus on either what needs to be protected or who it needs protection from.

Units in this learning path:

• 1 Introduction
• 1b Focused Approaches
• 2 System Focused Approach
• 4 Summary

Products: Azure, Defender For Cloud, M365 Security Center, Defender For Cloud Apps

Roles: Administrator, Developer, Devops Engineer, Security Engineer, Solution Architect

Level: Beginner

Subjects: Threat Protection

Duration: 8 minutes

Save time and effort by using the no-code Approvals Kit in Power Automate to model and automate your approval processes.

Units in this learning path:

• Introduction
• Import Contoso Coffee
• Contoso Coffee Scenario
• First Approval
• Trigger Approval
• Add Conditional Stages
• Approval Delegation Out of Office
• Check
• Summary

Products: Power Platform, Power Automate

Roles: Maker, Functional Consultant

Level: Intermediate

Subjects: Process Workflow

Duration: 61 minutes

Learn how to design AI-powered business solutions using agents, generative AI, and Microsoft Copilot to enhance productivity and efficiency.

Modules in this learning path:

• Introduction Agentic AI Business Solution Architecture
• Analyze Requirements AI Powered Business Solutions
• Design Overall AI Strategy Business Solutions
• Evaluate Costs Benefits AI Powered Business Solution
• Design AI Agents Business Solutions
• Design Extensibility AI Solutions
• Orchestrate Configuration Prebuilt Agents Apps
• Analyze Monitor Tune AI Powered Business Solutions
• Manage Testing AI Powered Business Solutions
• Design Alm Process AI Powered Business Solutions
• Design Responsible AI Security Governance Risk Management Compliance

Products: Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio, Dynamics 365

Roles: Solution Architect

Level: Advanced

Subjects: Generative AI, Data Analytics, Data Management, Data Engineering, Data Integration

Duration: 684 minutes

Learn how to architect API integration in Azure, and provide secure, scalable API access for your applications.

Modules in this learning path:

• API Management

Products: Azure, Azure API Management

Roles: Solution Architect

Level: Intermediate

Subjects: Cloud Computing

Duration: 22 minutes

Learn how to architect a data platform in Azure and build solutions to store relational and NoSQL data.

Modules in this learning path:

• Migrate SQL Workloads Azure SQL Databases

Products: Azure, Azure SQL Database, Azure Synapse Analytics, Azure Cosmos Db

Roles: Solution Architect

Level: Intermediate

Subjects: Architecture

Duration: 78 minutes