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Designing and Implementing a Data Science Solution on Azure Questions and Answers

Question 1

You have fine-tuned an Azure OpenAI Service model by using the Azure Ai Foundry portal. The fine-tuned model is overfitting.

You plan to correct overfitting by fine-tuning the model again

You need to modify the default value of a fine-tuning task parameter to minimize the possibility of overfitting. Which modification should you apply?

Options:

A.

Increase the learning_rate_multiplier.

B.

increase the batch_size.

C.

Decrease the batch_size.

D.

Decrease the leaming_rate_multiplier.

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Question 2

You manage an Azure Al Foundry project.

You need to develop a solution that uses an Azure OpenAI Service model designed to support reasoning and problem solving. Which model should you use?

Options:

A.

o1-mini

B.

Whisper

C.

GPT-4

D.

Embeddirigs

Question 3

You need to implement a scaling strategy for the local penalty detection data.

Which normalization type should you use?

Options:

A.

Streaming

B.

Weight

C.

Batch

D.

Cosine