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HOTSPOT –
You have an Azure subscription that contains an Azure OpenAI resource.
You configure a model that has the following settings:
• Temperature: 1
• Top probabilities: 0.5
• Max response tokens: 100
You ask the model a question and receive the following response.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

HOTSPOT
–
You have an Azure subscription that contains an Azure AI Content Safety resource.
You are building a social media app that will enable users to share images.
You need to configure the app to moderate inappropriate content uploaded by the users.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


You have an Azure Video Analyzer for Media (previously Video Indexer) service that is used to provide a search interface over company videos on your company’s website.
You need to be able to search for videos based on who is present in the video.
What should you do?
- A. Create a person model and associate the model to the videos.
- B. Create person objects and provide face images for each object.
- C. Invite the entire staff of the company to Video Indexer.
- D. Edit the faces in the videos.
- E. Upload names to a language model.
You are building a conversational language understanding model.
You need to enable active learning.
What should you do?
- A. Add show-all-intents=true to the prediction endpoint query.
- B. Enable speech priming.
- C. Add log=true to the prediction endpoint query.
- D. Enable sentiment analysis.
You are developing an application that will use Azure Cognitive Search for internal documents.
You need to implement document-level filtering for Azure Cognitive Search.
Which three actions should you include in the solution? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Send Azure AD access tokens with the search request.
- B. Retrieve all the groups.
- C. Retrieve the group memberships of the user.
- D. Add allowed groups to each index entry.
- E. Create one index per group.
- F. Supply the groups as a filter for the search requests.
HOTSPOT –
You are building a chatbot by using the Microsoft Bot Framework SDK.
You use an object named UserProfile to store user profile information and an object named ConversationData to store information related to a conversation.
You create the following state accessors to store both objects in state. var userStateAccessors = _userState.CreateProperty<UserProfile>(nameof(UserProfile)); var conversationStateAccessors = _conversationState.CreateProperty<ConversationData>(nameof(ConversationData));
The state storage mechanism is set to Memory Storage.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:

HOTSPOT
–
You have an Azure subscription that contains an Azure OpenAI resource named AI1.
You plan to develop a console app that will answer user questions.
You need to call AI1 and output the results to the console.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


You have an Azure subscription that contains an Azure AI Content Safety resource named CS1.
You plan to build an app that will analyze user-generated documents and identify obscure offensive terms.
You need to create a dictionary that will contain the offensive terms. The solution must minimize development effort.
What should you use?
- A. a text classifier
- B. language detection
- C. text moderation
- D. a blocklist
You use the Custom Vision service to build a classifier.
After training is complete, you need to evaluate the classifier.
Which two metrics are available for review? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
- A. recall
- B. F-score
- C. weighted accuracy
- D. precision
- E. area under the curve (AUC)
HOTSPOT –
You run the following command.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Hot Area:
