Free Amazon AIF-C01 Exam Questions

Question 1

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 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 is building an ML model. The company collected new data and analyzed the data by creating a

correlation matrix, calculating statistics, and visualizing the data.

Which stage of the ML pipeline is the company currently in?

A : Data pre-processing

B : Feature engineering

C : Exploratory data analysis

D : Hyperparameter tuning

Answer: C

Question 4

A company is building a custom AI solution in Amazon SageMaker Studio to analyze financialtransactions for fraudulent activity in real time. The company needs to ensure that the connectivityfrom SageMaker Studio to Amazon Bedrock traverses the companys VPC.Which solution meets these requirements?

A : Configure AWS Identity and Access Management (IAM) roles and policies for SageMaker Studio toaccess Amazon Bedrock.

B : Configure Amazon Macie to proxy requests from SageMaker Studio to Amazon Bedrock.

C : Configure AWS PrivateLink endpoints for the Amazon Bedrock API endpoints in the VPC thatSageMaker Studio is connected to.

D : Configure a new VPC for the Amazon Bedrock usage. Register the VPCs as peers.

Answer: C

Question 5

Which of the following is an example of a multimodal model?

A : GPT-4o

B : BERT

C : Cohere

D : Claude

Answer: A