Ensuring Compliance and Documentation for ML Experiment in Azure | Microsoft AI-102 Exam Solution

Azure Offering for Compliance and Documentation in ML Experiment

Question

You are asked to ensure the adherence to compliance of the ML experiment you are working on and ensure proper storing of the related experiment documentation.

Which Azure offering will you plan to use?

Answers

Explanations

Click on the arrows to vote for the correct answer

A. B. C. D.

Correct Answer: B.

Option A is INCORRECT.

Security center helps us to fortify infrastructure security and provides protection for workload in cloud (Azure and on-premise).

Option B is CORRECT.

Compliance Manager is a workflow-based Microsoft tool that helps us ensure compliance adherence.

Option C is INCORRECT.

Microsoft Service Trust Portal provides tools and resources related to security, compliance and privacy.

Compliance Manager is available via Microsoft Service Trust Portal.

Option D is INCORRECT.

Azure Sentinel is a cloud security offering from Azure that provides security information event management along with orchestration automated response and helps by detecting alerts and visualizing threats amongst others.

Sentinel does not monitor adherence to compliance.

References:

To ensure adherence to compliance of the ML experiment and proper storing of related documentation, the most suitable Azure offering to use is Compliance Manager.

Compliance Manager is a Microsoft Azure service that helps organizations manage their compliance processes in a single, unified location. It provides a dashboard view of compliance activities and helps organizations assess their compliance posture against industry standards and regulatory requirements, such as GDPR, HIPAA, and ISO 27001.

Using Compliance Manager, you can perform risk assessments, generate reports, and track compliance progress across your organization. It also provides an easy way to store and manage compliance-related documents, making it an ideal solution for ensuring proper storing of ML experiment documentation.

While other Azure services, such as Security Center and Azure Sentinel, can help improve security and monitoring, they are not specifically designed for compliance management. The Microsoft Service Trust Portal is primarily used for sharing compliance-related information with customers and providing transparency into Microsoft's compliance practices.

Therefore, the correct answer is B. Compliance Manager.