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Learn how to implement tracing in your generative AI applications using Microsoft Foundry and OpenTelemetry. This module teaches you to capture detailed execution flows, debug complex workflows, and understand application behavior for better reliability and optimization.

Units in this learning path:

• Introduction
• Why Tracing
• What to Trace
• How to Trace
• Advanced Tracing
• Analyze Trace Data
• Exercise
• Knowledge Check
• Summary

Products: Azure, Foundry Tools

Roles: AI Engineer

Level: Intermediate

Subjects: Artificial Intelligence, App Development

Duration: 65 minutes

Analyze and prepare content in eDiscovery review sets

Units in this learning path:

• Introduction
• Create Manage Review Set
• Search Review Set
• Tag Organize Content
• Run Analytics Review Set
• Export Reuse Review Set
• Query Keyword Reports
• Knowledge Check
• Summary

Products: M365, Microsoft Purview

Roles: Administrator, Auditor

Level: Intermediate

Subjects: Data Management, Threat Protection

Duration: 46 minutes

In this module, you'll learn about analyzing and resolving compliance issues using Microsoft Intune.

Units in this learning path:

• 1 Introduction
• 2 Intune Tenant Status
• 3 Service Health Dashboard
• 4 Troubleshooting Portal
• 5 Intune Reports
• 6 Endpoint Analytics
• 7 Connector Status
• 8 Client Health
• 9 Knowledge Check
• 10 Summary

Products: Mem, M365

Roles: Administrator

Level: Beginner

Subjects: It Management Monitoring, Compliance

Duration: 26 minutes

Learn how to use Microsoft 365 Copilot to analyze and visualize your data.

Units in this learning path:

• Introduction
• Analyze Data Workflows Excel
• Generate Insights Analyst Agent
• Knowledge Check
• Summary

Products: M365, Office 365

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

Level: Beginner

Subjects: Artificial Intelligence, Business Applications

Duration: 46 minutes

Query, visualize, and act on application telemetry collected in Application Insights to detect failures, identify performance trends, and maintain operational visibility for AI solutions on Azure.

Units in this learning path:

• Introduction
• Write Basic Kql Queries
• Explore Logs Errors Performance
• Build Dashboards App Telemetry
• Create Workbooks Interactive Analysis
• Set Alerts App Failures Anomalies
• Exercise Query Logs Kql
• Knowledge Check
• Summary

Products: Azure Monitor

Roles: Developer

Level: Intermediate

Duration: 82 minutes

Learn how to analyze images with Azure Content Understanding.

Units in this learning path:

• Introduction
• What Is Content Understanding
• Analyze Images with Content Understanding
• Exercise
• Knowledge Check
• Summary

Products: Microsoft Foundry

Roles: AI Engineer

Level: Intermediate

Subjects: Artificial Intelligence

Duration: 43 minutes

Focus on evaluating analytics and key performance indicators of your marketing efforts to help understand impact and what tactics work best for your target audience. This learning path covers reviewing insights captured from contacts, leads, accounts, segments, and more. Entity-level and form-level calendars are covered as well as creating and customizing marketing calendars.

Modules in this learning path:

• Analyze Insights Marketing
• Access Interpret Analytics Marketing
• Marketing Calendar

Products: Dynamics 365, Customer Insights Journeys

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Marketing Sales, Data Analytics

Duration: 118 minutes

Learn how to analyze list data by using data analysis mode in Dynamics 365 Business Central.

Units in this learning path:

• Introduction
• Get Started
• Data Analysis Mode
• Date Hierarchies Pivot Mode
• Share Data Analysis
• Check
• Summary

Products: Dynamics 365, Dynamics Business Central

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Business Applications

Duration: 35 minutes

Learn how to analyze the performance indicators for Azure Blob Storage.

Units in this learning path:

• Introduction
• Describe Azure Blob Storage Performance Indicators
• Describe High Performance Workloads Benefit Azure Blob Premium Storage
• Optimize Validate Performance Benefits Azure Premium Blob Storage
• Validate Performance Benefits Azure Premium Blob Storage
• Knowledge Check
• Summary

Products: Azure, Azure Blob Storage

Roles: Administrator, Solution Architect, Data Engineer, Student, Technology Manager

Level: Intermediate

Duration: 46 minutes

Learn how to analyze processes with the Power Automate Process Mining desktop app.

Units in this learning path:

• Introduction
• Root Cause Analysis
• Process Compare
• Custom Metrics
• Business Rules
• Practice Process Mining
• Check
• Summary

Products: Power Automate

Roles: Business Analyst, Functional Consultant

Level: Beginner

Subjects: Business Applications

Duration: 39 minutes

Analyze query results using KQL

Units in this learning path:

• Introduction
• Use Summarize Operator
• Use Summarize Operator to Filter Results
• Use Summarize Operator to Prepare Data
• Use Render Operator to Create Visualizations
• Knowledge Check
• Summary Resources

Products: Microsoft Sentinel, Azure Log Analytics, Defender Xdr

Roles: Security Operations Analyst

Level: Intermediate

Subjects: Data Analytics, Cloud Security

Duration: 37 minutes

Learn to analyze, design, and implement AI-powered business solutions using agents, generative AI, and Microsoft Copilot for productivity.

Units in this learning path:

• Introduction
• Assess Use Agents Task Automation Data Analytics Decision Making
• Review Data Grounding Accuracy Relevance Timeliness Cleanliness Availability
• Organize Business Solution Data Available Other AI Systems
• Knowledge Check
• Summary

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: 25 minutes