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Learn how to monitor the performance of your generative AI application using Microsoft Foundry. This module teaches you to track key metrics like latency and token usage to make informed, cost-effective deployment decisions.

Units in this learning path:

• Introduction
• Why Monitor
• What to Monitor
• How to Monitor
• Prepare Scripts
• Informed Decisions
• Exercise
• Knowledge Check
• Summary

Products: Microsoft Foundry

Roles: AI Engineer

Level: Intermediate

Subjects: Artificial Intelligence, App Development

Duration: 60 minutes

Understand the monitoring capabilities of Azure Arc-enabled servers. Learn about the benefits of and how to onboard Azure Arc-enabled servers to Azure Logs and Metrics, VM Insights, and Azure Monitor Alerts.

Units in this learning path:

• Introduction
• Deploy Manage Observability Agents Using Vm Extensions Azure Arc Enabled Servers
• Onboard Azure Arc Enabled Servers to Vm Insights
• Develop Robust Data Foundation Azure Arc Enabled Servers Azure Monitor Metrics Logs
• Smart Scalable Alerts Azure Arc Enabled Servers with Azure Monitor
• Knowledge Check
• Summary

Products: Azure, Azure Arc, Azure Monitor

Roles: Developer

Level: Beginner

Subjects: It Management Monitoring

Duration: 36 minutes

Learn to monitor, analyze, and tune AI agents for reliability, performance, and continuous improvement in enterprise environments.

Units in this learning path:

• Introduction
• Recommend Process Tools Monitoring Agents
• Analyze Backlog User Feedback AI Agent Usage
• Apply AI Based Tools Analyze Identify Issues Perform Tuning
• Monitor Agent Performance Metrics
• Interpret Telemetry Data Performance Model Tuning
• Knowledge Check
• Module Summary

Products: Microsoft 365 Copilot, M365, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio

Roles: Database Administrator, Developer, Administrator, Solution Architect, Technology Manager

Level: Advanced

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

Duration: 36 minutes

Learn how to operate production multi-agent solutions with comprehensive visibility, systematic quality assurance, cost control, and robust incident response. Learners advance from single-application monitoring and evaluation experiments to distributed multi-agent observability, LLM-as-judge evaluation for coordination quality, multi-agent cost optimization, enterprise human-in-the-loop approval workflows, and structured AI incident debugging procedures. AI-500

Modules in this learning path:

• Implement Distributed Observability Multi Agent Opentelemetry
• Design Evaluation Frameworks Multi Agent Azure
• Optimize Multi Agent Performance Cost Azure
• Design Human in Loop Approval Workflows
• Debug Production Multi Agent Incidents Azure

Products: Agent Framework, Azure Cosmos Db, Azure Monitor, Azure Managed Redis, Microsoft Foundry, Office Teams, Power Automate

Roles: AI Engineer, Solution Architect

Level: Advanced

Subjects: Artificial Intelligence

Duration: 203 minutes

Learn how to monitor cluster consumption, troubleshoot job failures, diagnose Spark performance issues, and implement log streaming to Azure Log Analytics for centralized monitoring of Azure Databricks workloads.

Units in this learning path:

• Introduction
• Monitor Manage Cluster Consumption
• Troubleshoot Repair Lakeflow Jobs
• Troubleshoot Repair Spark Jobs Notebooks
• Resolve Caching Skewing Spilling Shuffle
• Implement Log Streaming Azure Analytics
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 91 minutes

Learn how to use monitoring for your Java applications on Azure

Units in this learning path:

• Learning Content
• Exercise Setup
• Logging
• Logging Exercise
• Application Performance
• Exercise Monitor
• Distributed
• Knowledge Check
• Summary

Products: Azure, Azure Database Mysql, Azure Spring Apps

Roles: Developer, Devops Engineer, Administrator

Level: Intermediate

Duration: 60 minutes

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…

Learn how to mount NFS and SMB volumes on Linux and Windows virtual machines, and access SMB volumes from Microsoft Entra.

Units in this learning path:

• Introduction
• Mount Network File System Volumes Linux Windows Virtual Machines
• Mount Server Message Block Volumes Windows Virtual Machines
• Exercise Mount Azure Netapp Files Volumes
• Knowledge Check
• Summary

Products: Azure Netapp Files

Roles: Administrator, Solution Architect

Level: Beginner

Subjects: Storage

Duration: 27 minutes

Migrate data into and out of Azure Cosmos DB for NoSQL using Azure services and open-source solutions.

Units in this learning path:

• Introduction
• Move Data by Using Azure Data Factory
• Move Data by Using Kafka Connector
• Move Data by Using Stream Analytics
• Move Data by Using Spark Connector
• Exercise Migrate Existing Data Using Azure Data Factory
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Migration

Duration: 52 minutes

In this module, you learn how to respond now that Windows 10 support is ended and move forward securely with Windows 11 Pro. Discover why upgrading now is essential, explore the productivity and security benefits of Windows 11 Pro, and find tools to simplify deployment.

Units in this learning path:

• Introduction
• Respond to Windows 10 End of Support
• Benefits of Upgrade
• Risk of Delay
• Stay Secure with Windows 11
• Upgrade with Confidence
• Get Your Organization Ready
• Summary

Products: Windows 11, Windows 10

Roles: Business Owner, Business User, Administrator, Technology Manager

Level: Beginner

Duration: 10 minutes

Do you need to move items from one bin to another? This module explores how to move items in a warehouse and how to calculate bin replenishments.

Units in this learning path:

• 1 Introduction
• 2 Worksheet
• 3 Move Items
• 4 Bin Replenishment
• 5 Calculate
• 6 Exercise
• 7 Check
• 8 Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Supply Chain Management, Data Storage

Duration: 38 minutes

In this course, you will learn about why you should consider Amazon FSx when moving or extending your on-premises shared file storage to the cloud. You will also learn about which Amazon FSx offering could be ideal for your use case. It might be a…