Free Amazon AIF-C01 Exam Questions

Become Amazon Certified with updated AIF-C01 exam questions and correct answers

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Total 737 Questions | Updated On: Apr 14, 2026

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Question 1

A company wants to create a chatbot by using a foundation model (FM) on Amazon Bedrock. The FM needs to access encrypted data that is stored in an Amazon S3 bucket. The data is encrypted with Amazon S3 managed keys (SSE-S3).

The FM encounters a failure when attempting to access the S3 bucket data.

Which solution will meet these requirements?

A : Ensure that the role that Amazon Bedrock assumes has permission to decrypt data with the correct encryption key.

B : Set the access permissions for the S3 buckets to allow public access to enable access over the internet.

C : Use prompt engineering techniques to tell the model to look for information in Amazon S3.

D : Ensure that the S3 data does not contain sensitive information.

Answer: A

Question 2

A financial company is training a generative AI model to predict outcomes of loan applications. Thetraining dataset is small. The dataset categorizes loan applicants as "younger-aged," "middle-aged,"or "older-aged." Most individuals in the dataset are characterized as "middle-aged."The company removes the age range feature from the training dataset.Which model behavior will likely happen as a result of this change to the dataset?

A : The model will inaccurately predict outcomes for younger and older age groups.

B : The model will require less training data.

C : The model will predict accurate outcomes for only younger age groups.

D : The model will accurately predict outcomes for all ages.

Answer: A

Question 3

A company needs to monitor the performance of its ML systems by using a highly scalable AWS service. Which AWS service meets these requirements?

A : Amazon CloudWatch

B : AWS CloudTrail

C : AWS Trusted Advisor

D : AWS Config

Answer: A

Question 4

Which of the following aptly summarizes the way diffusion models work?

A : Diffusion models work by learning a compact representation of data called latent space

B : Diffusion models are a type of transformer-based models that use a self-attention mechanism

C : Diffusion models work by training two neural networks in a competitive manner

D : Diffusion models create new data by iteratively making controlled random changes to an initial data sample

Answer: D

Question 5

Which of the following is correct regarding underfitting/overfitting in machine learning?

A : Underfit models experience low bias, whereas, overfit models experience high variance

B : Underfit models experience high bias, whereas, overfit models experience high variance

C : Underfit models experience low bias, whereas, overfit models experience low variance

D : Underfit models experience high bias, whereas, overfit models experience low variance

Answer: B

Page: 1 / 148

Total 737 Questions | Updated On: Apr 14, 2026

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