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Maintain the performance, cost, and reliability of your Azure AI Search solutions.

Units in this learning path:

• Introduction
• Manage Security of Azure Cognitive Search Solution
• Optimize Performance of Azure Cognitive Search Solution
• Manage Costs of Azure Cognitive Search Solution
• Improve Reliability of Azure Cognitive Search Solution
• Monitor Azure Cognitive Search Solution
• Debug Search Issues Use Azure Portal
• Exercise Debug Search
• Knowledge Check
• Summary

Products: Azure, Azure Cognitive Search

Roles: AI Engineer, Developer, Solution Architect, Student

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 73 minutes

Learn about how to connect to data from the Azure Machine Learning workspace. You're introduced to datastores and data assets.

Units in this learning path:

• Introduction
• Understand Uris
• Create Datastore
• Create Data Asset
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 39 minutes

Learn how to customize your agent with triggers that enable the agent to function autonomously.

Units in this learning path:

• Introduction
• Autonomous Triggers
• Email Trigger
• Check
• Summary

Products: Ms Copilot

Roles: Maker, Functional Consultant

Level: Beginner

Subjects: Chatbots

Duration: 33 minutes

Learn how Copilot in Teams can amplify collaboration among your team members.

Units in this learning path:

• Introduction
• Grow Collaboration Teams
• Amplify Collaboration Teams
• Exercise Manage Collaborate Teams
• Knowledge Check
• Summary

Products: M365, Office 365

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

Level: Beginner

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

Duration: 36 minutes

Learn to manage AI infrastructure by planning compute capacity, enforcing governance, configuring monitoring, and optimizing costs to support scalable, compliant, and high-performing AI workloads without budget overruns or operational risks.

Modules in this learning path:

• Configure AI Ready Infrastructure Microsoft Foundry
• Manage Monitoring AI Ready Infrastructure
• Manage Secure AI Ready Infrastructure
• Implement Resilient AI Ready Infrastructure

Products: Azure, Foundry Tools

Roles: Administrator

Level: Intermediate

Subjects: Artificial Intelligence, Infrastructure

Duration: 358 minutes

This learning path examines how to apply Zero Trust principles to Microsoft 365 Copilot and how to manage Microsoft Copilot and Microsoft 365 Copilot administration.

Modules in this learning path:

• Apply Principles Zero Trust Microsoft Copilot
• Manage Microsoft Copilot
• Manage Microsoft 365 Copilot

Products: M365, Office 365

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

Level: Intermediate

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

Duration: 209 minutes

This module examines the tasks that administrators must perform to manage Microsoft 365 Copilot extensibility, such as managing Copilot agents and creating and monitoring connectors.

Units in this learning path:

• Introduction
• Manage Copilot Agents Integrated Apps
• Create Connection Between Data Source Connector
• Monitor Your Microsoft Graph Connectors
• Manage Graph Connector Content Copilot
• Knowledge Check
• Summary

Products: M365, Office 365

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

Level: Intermediate

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

Duration: 33 minutes

This module explores the various aspects of managing Microsoft Copilot, including its key features, integration capabilities, and security measures.

Units in this learning path:

• Introduction
• Compare Microsoft Copilot Microsoft 365 Copilot
• Explore Microsoft Copilot Enterprise Data Protection
• Manage Copilot Microsoft Edge
• Manage Microsoft Copilot Mobile Devices
• Knowledge Check
• Summary

Products: M365, Office 365

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

Level: Intermediate

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

Duration: 31 minutes

Understand how to manage agents using the Microsoft 365 admin center.

Units in this learning path:

• Introduction
• Manage Copilot Agents Using Admin Center
• Enable Disable Copilot Extensibility
• Knowledge Check
• Summary

Products: M365, Office 365

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

Level: Beginner

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

Duration: 18 minutes

This module examines the components available for managing and administrating agents.

Units in this learning path:

• 1 Introduction
• 2 Environments
• Generative AI
• 3 Bot Topics
• 4 Bot Entities
• 5 Monitor
• 6 Administer
• Export Import Bots
• Authentication
• 7 Check
• 8 Summary

Products: Ms Copilot

Roles: Maker, Functional Consultant, Administrator, Business User

Level: Intermediate

Subjects: Chatbots

Duration: 50 minutes

Managing and optimizing AI agent investments on Azure is now more streamlined and powerful with the built-in observability capabilities in Microsoft Foundry. These tools provide enterprise-grade observability, governance, and performance optimization capabilities essential for deploying intelligent, goal-driven agents at scale. These tools provide enterprise-grade observability, governance, and performance optimization capabilities essential for deploying intelligent, goal-driven agents at scale.

Units in this learning path:

• Monitor Optimize Agent Use
• Budget
• Optimize Spending
• Knowledge Check
• Summary

Products: Microsoft Foundry, Foundry Tools, Azure Openai, Ms Copilot

Roles: Developer

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 34 minutes

MLflow model management and responsible AI dashboard in Azure Machine Learning.

Modules in this learning path:

• Register Mlflow Model Azure Machine Learning
• Manage Compare Models Azure Machine Learning

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 82 minutes