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Free AWS Certified AI Practitioner Exam Practice Questions

Question # 1

A customer service team is developing an application to analyze customer feedback and automatically classify the feedback into different categories. The categories include product quality, customer service, and delivery experience.

Which AI concept does this scenario present?

Options:

A.  

Computer vision

B.  

Natural language processing (NLP)

C.  

Recommendation systems

D.  

Fraud detection

Discussion 0
Question # 2

A company has a database of petabytes of unstructured data from internal sources. The company wants to transform this data into a structured format so that its data scientists can perform machine learning (ML) tasks.

Which service will meet these requirements?

Options:

A.  

Amazon Lex

B.  

Amazon Rekognition

C.  

Amazon Kinesis Data Streams

D.  

AWS Glue

Discussion 0
Question # 3

A company has a foundation model (FM) that was customized by using Amazon Bedrock to answer customer queries about products. The company wants to validate the model ' s responses to new types of queries. The company needs to upload a new dataset that Amazon Bedrock can use for validation.

Which AWS service meets these requirements?

Options:

A.  

Amazon S3

B.  

Amazon Elastic Block Store (Amazon EBS)

C.  

Amazon Elastic File System (Amazon EFS)

D.  

AWS Showcone

Discussion 0
Question # 4

An AI practitioner has trained a model on a training dataset. The model performs well on the training data. However, the model does not perform well on evaluation data. What is the MOST likely cause of this issue?

Options:

A.  

The model is underfit.

B.  

The model requires prompt engineering.

C.  

The model is biased.

D.  

The model is overfit.

Discussion 0
Question # 5

A company is developing an editorial assistant application that uses generative AI. During the pilot phase, usage is low and application performance is not a concern. The company cannot predict application usage after the application is fully deployed and wants to minimize application costs.

Which solution will meet these requirements?

Options:

A.  

Use GPU-powered Amazon EC2 instances.

B.  

Use Amazon Bedrock with Provisioned Throughput.

C.  

Use Amazon Bedrock with On-Demand Throughput.

D.  

Use Amazon SageMaker JumpStart.

Discussion 0
Question # 6

A company uses Amazon Bedrock to implement a generative AI solution. The AI solution provides customers with personalized product recommendations.

The company wants to evaluate the impact of the AI solution on sales revenue.

Which metric will meet these requirements?

Options:

A.  

Cross-domain performance

B.  

Solution efficiency

C.  

User satisfaction

D.  

Conversion rate

Discussion 0
Question # 7

A company is testing the security of a foundation model (FM). During testing, the company wants to get around the safety features and make harmful content.

Options:

A.  

Fuzzing training data to find vulnerabilities

B.  

Denial of service (DoS)

C.  

Penetration testing with authorization

D.  

Jailbreak

Discussion 0
Question # 8

A company is developing a new image classification model by using a dataset of photos. The dataset must follow the AWS principles of responsible AI.

Which characteristics should the dataset have to meet this requirement?

Options:

A.  

The dataset should be diverse, sourced from reputable sources, and have balanced categories.

B.  

The dataset should contain over 5 million photos, and 1% of photos should be labeled.

C.  

The dataset should include photos from a limited source.

D.  

The dataset should be curated entirely by the company ' s own engineers and researchers.

Discussion 0
Question # 9

A hospital is developing an AI system to assist doctors in diagnosing diseases based on patient records and medical images. To comply with regulations, the sensitive patient data must not leave the country the data is located in.

Which data governance strategy will ensure compliance and protect patient privacy?

Options:

A.  

Data residency

B.  

Data quality

C.  

Data discoverability

D.  

Data enrichment

Discussion 0
Question # 10

A company wants to extract key insights from large policy documents to increase employee efficiency.

Options:

A.  

Regression

B.  

Clustering

C.  

Summarization

D.  

Classification

Discussion 0

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Exams4sure Dumps

Exam style questions across every AIF-C01 domain

Last Update 3 days ago
Total Questions : 455

Start with our free AIF-C01 practice questions, carefully crafted to mirror the domains, phrasing, and difficulty of the real AWS Certified AI Practitioner exam. Each AIF-C01 exam question comes with a detailed rationale that explains not just which answer is correct but why the others fall short. That's how concepts stick. Use the free set to benchmark yourself: identify your Amazon Web Services weak domains, see where you're losing marks, and build a focused study plan in minutes.

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