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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…

Optimize your AI operations with the "Monitor AI Workloads on Azure" learning path. Through targeted modules, you learn to monitor Azure AI services, evaluate the performance of AI applications with Azure Monitor, and explore the fundamentals of monitoring AI models with Azure AI Foundry. This path equips professionals with the skills to ensure efficient, reliable, and high-performing AI workloads on Azure's robust platform. Start mastering AI monitoring strategies today!

Modules in this learning path:

• Evaluate Models Azure AI Studio
• Introduction to Azure Machine Learning Monitoring

Products: AI Services, Azure Monitor, Azure Log Analytics

Roles: Administrator, Auditor, Devops Engineer, Identity Access Admin, Privacy Manager, Security Engineer, Security Operations Analyst, Solution Architect, Support Engineer, Data Scientist

Level: Intermediate

Duration: 70 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…

Monitor Windows Server IaaS Virtual Machines and hybrid instances

Units in this learning path:

• Introduction
• Enable Azure Monitor for Vms
• Monitor Azure Vm with Azure Monitor
• Enable Azure Monitor Hybrid Scenarios
• Collect Data from Windows Computer Hybrid Environment
• Integrate Azure Monitor with Microsoft Operations Manager
• Knowledge Check
• Summary

Products: Azure, Azure Cloud Shell, Azure Monitor, Azure Portal, Azure Virtual Machines

Roles: Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Virtual Machine

Duration: 46 minutes

Learn to use a range of Windows Server tools to monitor the operating system and applications on a server computer. You'll also learn to configure your system to optimize efficiency and to troubleshoot problems.

Units in this learning path:

• Introduction
• Use Performance Monitor to Identify Performance Problems
• Use Resource Monitor to Review Current Resource Usage
• Review Reliability Reliability Monitor
• Implement Performance Monitoring Methodology
• Use Data Collector Sets to Analyze
• Monitor Network Infrastructure Services
• Monitor Virtual Machines Running
• Monitor Performance Windows Admin Center
• Use System Insights to Help Predict Future Capacity Issues
• Optimize Performance of
• Knowledge Check
• Summary Resources

Products: Windows Server

Roles: Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: It Management Monitoring

Duration: 79 minutes

A data warehouse is a vital component of an enterprise analytics solution. It's important to learn how to monitor a data warehouse so you can better understand the activity that occurs in it.

Units in this learning path:

• Introduction
• Capacity Metrics
• Dynamic Management Views
• Query Insights
• Exercise Monitor
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Analyst, Database Administrator

Level: Intermediate

Duration: 52 minutes

Monitoring helps you gain visibility into the health of your data systems. Monitoring Hub in Microsoft Fabric collects and aggregates data from Fabric activities and Microsoft Fabric Activator helps you take actions when patterns or conditions are detected in streaming data.

Units in this learning path:

• Introduction
• Understand Monitoring
• Use Monitor Hub
• Take Action with Activator
• Exercise
• Knowledge Check
• Summary

Products: Fabric

Roles: Data Engineer, Data Analyst

Level: Beginner

Subjects: Data Engineering, Data Analytics

Duration: 50 minutes

Learn how to effectively manage Microsoft 365 Copilot connectors after deployment. Master operational tasks including monitoring, troubleshooting, security management, and performance optimization.

Units in this learning path:

• Introduction
• Monitor Manage Connector Operations
• Troubleshoot Connector Issues Errors
• Manage Access Permissions Security
• Optimize Connector Performance
• Module Assessment
• Summary

Products: M365, M365 Admin Center, Microsoft 365 Copilot, Ms Graph

Roles: Administrator, Developer

Level: Beginner, Intermediate

Duration: 56 minutes

Audit and diagnostic logs within Microsoft Entra ID provide a rich view into how users are accessing your Azure solution. Learn to monitor, troubleshoot, and analyze sign-in data.

Units in this learning path:

• Introduction
• Analyze Investigate Sign Logs to Troubleshoot Access Issues
• Review Monitory Azure Ad Audit Logs
• Connect Data from Azure Ad to Azure Sentinel
• Export Sign Audit Logs to Third Party Siem
• Analyze Azure Ad Workbooks Reporting
• Monitor Security Posture Identity Secure Score
• Knowledge Check
• Summary Resources

Products: Azure, Entra, Entra Identity Governance, Entra Id

Roles: Administrator, Identity Access Admin, Security Engineer

Level: Advanced

Subjects: It Management Monitoring

Duration: 36 minutes

In this learning path, you’ll learn how to implement remote administration and management in Azure. After completing this path, you’ll be able to monitor your Azure resources, and plan for scale and high-availability.

Modules in this learning path:

• Administer Manage Windows Server Iaas Vm Remotely
• Monitor Windows Server Iaas Vms Hybrid Instances
• Understand Windows Server Iaas Vm Cost Management
• Implement Scale High Availability with Windows Server Vm
• Implement Hybrid Backup Recovery with Windows Server Iaas

Products: Azure, Azure Cloud Shell, Azure Monitor, Azure Portal, Azure Virtual Machines

Roles: Administrator, Solution Architect, Student, Technology Manager

Level: Intermediate

Subjects: It Management Monitoring, Virtual Machine

Duration: 247 minutes

Monitor and maintain an Azure Virtual Desktop infrastructure

Modules in this learning path:

• Monitor Manage Performance Health
• Plan Implement Business Continuity Disaster Recovery

Products: Azure, Azure Virtual Desktop, Azure Virtual Machines

Roles: Administrator, Solution Architect

Level: Intermediate

Subjects: Infrastructure

Duration: 71 minutes

Monitor and manage data engineering workloads with Apache Spark in Azure Synapse Analytics

Units in this learning path:

• Introduction
• Monitor Spark Pools Analytics
• Base Line Apache Spark Performance History Server Azure Synapse Analytics
• Optimize Apache Spark Jobs Analytics
• Automate Scaling of Apache Spark Pools Analytics
• Knowledge Check
• Summary

Products: Azure Synapse Analytics

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 21 minutes