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Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Implement and monitor AI workloads- Monitor performance and troubleshoot issues
- Deploy AI models and services
Plan and manage Azure AI solutions- Plan security and compliance requirements
- Monitor and optimize AI solutions
- Select appropriate Azure AI services
Implement Azure AI solutions- Implement computer vision solutions
- Implement natural language processing solutions
- Implement knowledge mining with Azure AI Search
- Implement generative AI solutions using Azure OpenAI

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

You deploy multiple instances of a change feed processor to handle a high ingestion rate within Azure Cosmos DB for NoSQL.
Each processor instance must process a different subset of partitions.
You need to ensure the workload is load-balanced across all processor instances.
What should you configure?

  • A. strong consistency
  • B. lease container
  • C. autoscale throughput
  • D. indexing precision
Answer: B

Explanation: Only visible for PassLeaderVCE members. You can sign-up / login (it's free).

A company uses Azure Monitor Application Insights to monitor application behavior, including incoming requests and dependencies.
You must identify failed requests from the last hour. You must also calculate the average duration of failed request dependency calls, grouped by operation name.
You need to analyze telemetry in Application insights.
Which operators should you mm? To answer, select the appropriate options in the answer area NOTE: Each cot reel selection is worth one point.

Answer:


Explanation:

You plan to create a Docker image that runs an ASP.NET Core application named ContosoApp. You have a setup script named setupScript.psl and a series of application files including ContoscApp.dll.
You need to create a Dockerfile document that meets the following requirements:
* Call SQiupScript.psI when the container is built.
* Run CantosoApp.dill when the container starts.
The Dockerfile document must be created in the same folder where ContosoApp.dll and setupScnpt.ps! are stored.

Answer:


Explanation:

A Python API retrieves a document from Azure Database for PostgreSQL by using a SQL statement. The API accepts the document ID from user input. The current implementation inserts the document ID directly into the SQL statement.
You need to secure the SQL statement execution by using a parameterized query. You must minimize the possibility of SQL injection.
How should you update the implementation to execute the SQL statement safely? To answer, move the appropriate configurations to the correct requirements. You may use each configuration once, more than once, or not at all. you may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

Answer:


Explanation:

Verified Answer: Modify SQL: use a parameterized query. Bind input: pass the ID as an argument. Execute:
supply the parameter tuple to the SDK/driver method.
Detailed Explanation: The security boundary is created by separating SQL syntax from user-supplied values.
The statement should contain a parameter placeholder rather than concatenated input, and the document ID should be supplied separately through the database driver's parameter mechanism. The driver then performs the correct protocol-level binding and escaping. Manually escaping quotation marks is error-prone and does not provide the same injection resistance as true parameterization.
Study Guide Alignment: AI data-management workloads: Cosmos DB, PostgreSQL, caching, vector storage, vector retrieval, consistency, and connection optimization.
Official Microsoft Learn References: AI-200 Study Guide | Vector similarity search with Azure PostgreSQL

You configure ACR Tasks to automate image builds.
Container images must rebuild when:
Application updates occur.
Base image updates occur, such as when the underlying OS image is updated.
Regular scheduled rebuilds are required.
You need to configure ACR Tasks to support automated image rebuilds.
Which three triggers should you configure? Each correct answer presents part of the solution. Choose three.
NOTE: Each correct selection is worth one point.

  • A. Source code commit trigger
  • B. Registry event trigger
  • C. Webhook notification trigger
  • D. Timer trigger
  • E. Base image update trigger
Answer: A,D,E

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