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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

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Total Questions : 401

Dive into our fully updated and stable AIF-C01 practice test platform, featuring all the latest AWS Certified AI Practitioner exam questions added this week. Our preparation tool is more than just a Amazon Web Services study aid; it's a strategic advantage.

Our free AWS Certified AI Practitioner practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about AIF-C01. Use this test to pinpoint which areas you need to focus your study on.

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Question # 1

A company wants to learn about generative AI applications in an experimental environment.

Which solution will meet this requirement MOST cost-effectively?

Options:

A.  

Amazon Q Developer

B.  

Amazon SageMaker JumpStart

C.  

Amazon Bedrock PartyRock

D.  

Amazon Q Business

Discussion 0
Question # 2

A company is using a foundation model (FM) to create product descriptions. The model sometimes provides incorrect information.

Options:

A.  

Toxicity

B.  

Hallucinations

C.  

Interpretability

D.  

Deterministic outputs

Discussion 0
Question # 3

An airline company wants to use a generative AI model to convert a flight booking system from one coding language into another coding language. The company must select a model for this task.

Which criteria should the company use to select the correct generative AI model for this task?

Options:

A.  

Syntax, semantic understanding, and code optimization capabilities

B.  

Code generation speed and error handling capabilities

C.  

Ability to generate creative content

D.  

Model size and resource requirements

Discussion 0
Question # 4

A company has a team of AI practitioners that builds and maintains AI applications in an AWS account. The company must keep records of the actions that each AI practitioner takes in the AWS account for audit purposes.

Which AWS service will meet these requirements?

Options:

A.  

AWS CloudTrail

B.  

AWS Config

C.  

AWS Audit Manager

D.  

AWS Trusted Advisor

Discussion 0
Question # 5

A research company needs to analyze legal documents. The documents are up to 1 million tokens long and include embedded high-resolution charts. The company also needs to ingest video summaries to generate compliance reports.

Which Amazon Nova model meets these requirements?

Options:

A.  

Amazon Nova Micro

B.  

Amazon Nova Lite

C.  

Amazon Nova Pro

D.  

Amazon Nova Premier

Discussion 0
Question # 6

Why does overfilting occur in ML models?

Options:

A.  

The training dataset does not reptesent all possible input values.

B.  

The model contains a regularization method.

C.  

The model training stops early because of an early stopping criterion.

D.  

The training dataset contains too many features.

Discussion 0
Question # 7

A company acquires International Organization for Standardization (ISO) accreditation to manage AI risks and to use AI responsibly. What does this accreditation certify?

Options:

A.  

All members of the company are ISO certified.

B.  

All AI systems that the company uses are ISO certified.

C.  

All AI application team members are ISO certified.

D.  

The company’s development framework is ISO certified.

Discussion 0
Question # 8

Sometimes generative AI models generate data unrelated to the input or the task.

Which term is used for this disadvantage of using generative AI for business problems?

Options:

A.  

Interpretability

B.  

Hallucinations

C.  

Data bias

D.  

Nondeterminism

Discussion 0
Question # 9

A company has developed an ML model for image classification. The company wants to deploy the model to production so that a web application can use the model.

The company needs to implement a solution to host the model and serve predictions without managing any of the underlying infrastructure.

Which solution will meet these requirements?

Options:

A.  

Use Amazon SageMaker Serverless Inference to deploy the model.

B.  

Use Amazon CloudFront to deploy the model.

C.  

Use Amazon API Gateway to host the model and serve predictions.

D.  

Use AWS Batch to host the model and serve predictions.

Discussion 0
Question # 10

A company is developing an ML model to predict heart disease risk. The model uses patient data, such as age, cholesterol, blood pressure, smoking status, and exercise habits. The dataset includes a target value that indicates whether a patient has heart disease.

Which ML technique will meet these requirements?

Options:

A.  

Unsupervised learning

B.  

Supervised learning

C.  

Reinforcement learning

D.  

Semi-supervised learning

Discussion 0
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