As an Azure AI Engineer, you need to monitor an Azure AI resource to ensure it is performing optimally. Describe the tools and techniques you would use to monitor the resource, including how you would set up alerts for critical performance metrics and what actions you would take upon receiving an alert.

Simulated

Use Azure Monitor to set up alerts based on CPU usage, take no specific actions upon receiving an alert.

7.7%

Use Azure Application Insights to set up alerts based on response time, investigate the root cause upon receiving an alert.

53.8%

Use Azure Advisor to set up alerts based on cost efficiency, optimize resource usage upon receiving an alert.

15.4%

Use Azure Security Center to set up alerts based on security incidents, remediate security issues upon receiving an alert.

23.1%

Microsoft Certified Azure AI Engineer Associate - AI-102