AIOps Engineering

AIOps Engineering

AIOps Engineering is a production-focused track built around Azure Monitor, Log Analytics, KQL, alerting, runbook automation, and reliability operations. It helps platform, SRE, and cloud support teams move from reactive monitoring to structured incident intelligence and automated response workflows.

What you'll learn, module by module

Updated June 2026

1. 1

   Module 1: AIOps Foundations - observability strategy and incident intelligence for cloud teams

2. 2

   Module 2: Azure Monitor and Log Analytics - collecting, querying, and correlating telemetry

3. 3

   Module 3: KQL for Operations - incident analysis, alert tuning, and diagnostics workflows

4. 4

   Module 4: Dashboards and Workbooks - building actionable operations views

5. 5

   Module 5: Alerting and Action Groups - reducing noise and improving response quality

6. 6

   Module 6: Azure Automation and Logic Apps - runbook automation for repeatable incident handling

7. 7

   Module 7: Reliability Operations - service health, incident response, and support handoff workflows

8. 8

   Module 8: Capstone - build an AIOps operations hub with alerts, dashboards, and automation