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Pass the Microsoft Certified: Azure AI Cloud Developer Associate AI-200 Questions and answers with Dumpstech

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Practice at least 50% of the questions to maximize your chances of passing.
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Questions # 1:

You need to configure vector embedding updates according to the business and technical requirements.

Which information should you use? To answer, select the appropriate option in the answer area.

NOTE: Each correct selection is worth one point.

Question # 1

Options:

Questions # 2:

You need to configure a connection string for the partner-facing service according to the technical requirements.

What should you use?

Options:

A.

Azure Key Vault references in App Service settings

B.

GitHub secrets

C.

Azure Container Registry Helm chart package

D.

Dockerfile ENV instructions

Questions # 3:

You need to address the known issue resulting from vector similarity queries.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two.

NOTE: Each correct selection is worth one point.

Options:

A.

Add a composite index on the vector fields and metadata properties of the container.

B.

Reduce the numeric precision of the vector embeddings where supported.

C.

Set the account consistency level to Strong.

D.

Change the vector index type from flat to quantizedFlat or diskANN.

Questions # 4:

You need to implement trace correlation according to the business requirements.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.

Question # 4

Options:

Questions # 5:

You need to deploy Azure function resources and apps by using an automated, version-controlled CI/CD pipeline that supports declarative infrastructure deployment. What should you use?

Options:

A.

Local Git deployment

B.

GitHub Actions

C.

Azure Functions Core Tools

D.

Azure CLI

Questions # 6:

You deploy a new revision of an app in Azure Container Apps.

You need to gradually shift production traffic to the revision while monitoring performance. In addition, you need to be able to quickly roll back. Which two actions should you perform?

Each correct answer presents part of the solution. Choose two.

NOTE: Each correct selection is worth one point.

Options:

A.

Use traffic splitting

B.

Increase replica count.

C.

Restart the revision.

D.

Use single revision mode

E.

Enable multiple revision mode.

Questions # 7:

You are building a semantic search feature for a chatbot. You store document embeddings in Redis.

You review the following Python code that connects to Redis and stores an embedding value:

Question # 7

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

Question # 7

Options:

Questions # 8:

You are designing an Azure Database for PostgreSQL table for semantic search. Queries frequently filter on the created_at column. The schema must support vector similarity search and reliable date filtering You need to ensure that the table meets the requirements.

Which two actions should you perform? Each correct answer presents part of the solution. Choose two NOTE: Each correct selection is worth one point.

Options:

A.

Store embeddings in a pgvector column.

B.

Store embeddings in a varchar column.

C.

Use a typed timestamp column for created_at.

D.

Store created_at as a free-form string.

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