Expert Answers to Amazon Web Services Exam AIF-C01 Questions

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AWS Certified AI Practitioner AWS Certified AI Practitioner Exam

AWS Certified AI Practitioner Exam

Last Update Jan 7, 2026
Total Questions : 336

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Questions 2

A company trained an ML model on Amazon SageMaker to predict customer credit risk. The model shows 90% recall on training data and 40% recall on unseen testing data.

Which conclusion can the company draw from these results?

Options:

The model is overfitting on the training data.

The model is underfitting on the training data.

The model has insufficient training data.

The model has insufficient testing data.

Discussion 0

Questions 3

A company is introducing a new feature for its application. The feature will refine the style of output messages. The company will fine-tune a large language model (LLM) on Amazon Bedrock to implement the feature. Which type of data does the company need to meet these requirements?

Options:

Samples of only input messages

Samples of only output messages

Samples of pairs of input and output messages

Separate samples of input and output messages

Discussion 0

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Questions 4

A company uses Amazon SageMaker for its ML pipeline in a production environment. The company has large input data sizes up to 1 GB and processing times up to 1 hour. The company needs near real-time latency.

Which SageMaker inference option meets these requirements?

Options:

Real-time inference

Serverless inference

Asynchronous inference

Batch transform

Discussion 0

Questions 5

A company is building a chatbot to improve user experience. The company is using a large language model (LLM) from Amazon Bedrock for intent detection. The company wants to use few-shot learning to improve intent detection accuracy.

Which additional data does the company need to meet these requirements?

Options:

Pairs of chatbot responses and correct user intents

Pairs of user messages and correct chatbot responses

Pairs of user messages and correct user intents

Pairs of user intents and correct chatbot responses

Discussion 0

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amazon web services.techtarget.pass using aif-c01 exam dumps.by ela.q44.vce.pdf

2025-12-28