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Learn how to create and use components to build pipeline in Azure Machine Learning. Run and schedule Azure Machine Learning pipelines to automate machine learning workflows.

Units in this learning path:

• Introduction
• Create Components
• Create Pipeline
• Run Pipeline Job
• Exercise Run Pipeline Job
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 40 minutes

Learn how to run scripts as command jobs and track model training with MLflow in Azure Machine Learning.

Units in this learning path:

• Introduction
• Convert Notebook Script
• Run Script Command Job
• Use Parameters Command Job
• Track Metrics
• View Metrics Evaluate Models
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 49 minutes

Learn enterprise AI management with our free open online course, including scaling AI.

Units in this learning path:

• Introduction
• Unlock AI Value
• Organize AI Success
• Empower Business Users AI
• Empower Subject Matter Experts AI
• Knowledge Check
• Summary

Products: Azure, M365

Roles: Business Leader, Business Owner

Level: Beginner

Subjects: Artificial Intelligence

Duration: 23 minutes

This module explores how business users with no technical or programming experience can create AI agents in Microsoft 365 Copilot Chat that will increase their productivity and extend their impact.

Units in this learning path:

• Introduction
• Examine Tools Create Agents
• Create Agent Copilot Chat
• Exercise Create Copilot Chat Agent
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, Microsoft 365 Copilot Chat

Roles: Business User

Level: Intermediate

Subjects: Artificial Intelligence, Generative AI, Productivity

Duration: 20 minutes

Scale responsible AI governance to enterprise multi-agent systems using Azure AI Content Safety and Microsoft Foundry. Design systematic fairness and bias monitoring for agent decision chains, implement transparency and explainability mechanisms, configure privacy protection, and establish audit trail frameworks.

Units in this learning path:

• Introduction
• Design Fairness Bias Monitor
• Implement Transparency Explainability
• Configure Privacy Protection Multi Agent Workflows
• Establish Audit Accountability Frameworks
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry

Roles: AI Engineer, Solution Architect

Level: Advanced

Subjects: Artificial Intelligence

Duration: 41 minutes

This course teaches how to build production‑ready AI infrastructure using Microsoft Foundry Hubs and Projects, applying enterprise security controls, network isolation, managed identities, and container governance to enable compliant, scalable AI development across organizations.

Modules in this learning path:

• Implement Secure AI Ready Infrastructure Azure Services
• Secure Azure Openai Content Safety Controls
• Implement Identity Based Security Azure Machine Learning
• Implement Security Controls Azure AI Ready Infrastructure

Products: Azure

Roles: Administrator

Level: Intermediate

Subjects: Artificial Intelligence, Infrastructure

Duration: 254 minutes

Secure production multi-agent systems using Azure zero-trust architecture principles. Apply per-agent managed identities with least-privilege access and design authentication flows covering managed identity, on-behalf-of (OBO), user-delegated, and key-based patterns. Manage secrets lifecycle with Azure Key Vault, including rotation and customer-managed keys (CMK) encryption, and design network controls to prevent lateral movement. Implement multitenant data isolation and configure compliance controls for enterprise regulatory requirements.

Units in this learning path:

• Introduction
• Apply Zero Trust Identity Agent Networks
• Secure Agent Access Jit Workload Identity
• Design Authentication Flows Secrets Lifecycle
• Prevent Lateral Movement Agent Networks
• Implement Tenant Context Data Isolation
• Validate Tenant Boundaries Enforce Encryption
• Configure Compliance Controls
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry, Entra Id

Roles: AI Engineer, Solution Architect, Security Engineer

Level: Advanced

Subjects: Artificial Intelligence, Security

Duration: 71 minutes

This course helps you understand some common issues of around security, compliance, and governance associated with artificial intelligence (AI) solutions. You will learn how to recognize governance and compliance requirements for AI systems. You…

Customer data comes in all shapes and forms and from every direction. It's more critical than ever to connect and process all of that data, so that you can enable more data-driven decisions. In this course, Glenn Gillen will show you how to…

Forecast customer payments, cash flows, and budget proposals in Dynamics 365 Finance with intelligent machine learning.

Units in this learning path:

• Introduction
• Create Data Integration Project
• Set Up Finance Insights
• Enable Customer Payment Predictions
• Enable Cash Flow Forecasting
• Enable Budget Proposals
• Improve Your Predictions
• Check
• Summary

Products: Dynamics 365, Dynamics Finance

Roles: Functional Consultant

Level: Intermediate

Subjects: Finance Accounting, Artificial Intelligence

Duration: 70 minutes

This module explores how to set up a Microsoft Copilot Studio agent to use voice.

Units in this learning path:

• Introduction
• Setup Extensions
• Configure Handoff
• Enabling Voice
• Check
• Summary

Products: Ms Copilot, Dynamics Contact Center

Roles: Developer, Functional Consultant

Level: Intermediate

Subjects: Chatbots

Duration: 31 minutes

Get step-by-step guidance on how to set up and configure a mixed reality project in Unity. Learn about the Azure Digital Twins and SignalR services and common use cases for the Azure platform in Mixed Reality.

Units in this learning path:

• Introduction
• Mixed Reality Overview
• Azure Digital Twins Unity Overview
• Unity Get Started
• Signalr Overview
• Use Cases
• Knowledge Check
• Summary

Products: Azure, Azure Cloud Services, Foundry Tools, Azure Digital Twins, Azure Iot, Azure Iot Hub, Azure Signalr Service, Azure Functions, Hololens, Windows, Windows Mixed Reality

Roles: Developer, Business Owner, Student, Technology Manager

Level: Beginner

Subjects: Mixed Reality

Duration: 34 minutes