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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

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Total Questions : 371

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Question # 91

A company wants to label training datasets by using human feedback to fine-tune a foundation model (FM). The company does not want to develop labeling applications or manage a labeling workforce. Which AWS service or feature meets these requirements?

Options:

A.  

Amazon SageMaker Data Wrangler

B.  

Amazon SageMaker Ground Truth Plus

C.  

Amazon Transcribe

D.  

Amazon Macie

Discussion 0
Question # 92

How can companies use large language models (LLMs) securely on Amazon Bedrock?

Options:

A.  

Design clear and specific prompts. Configure AWS Identity and Access Management (IAM) roles and policies by using least privilege access.

B.  

Enable AWS Audit Manager for automatic model evaluation jobs.

C.  

Enable Amazon Bedrock automatic model evaluation jobs.

D.  

Use Amazon CloudWatch Logs to make models explainable and to monitor for bias.

Discussion 0
Question # 93

Which option is a characteristic of AI governance frameworks for building trust and deploying human-centered AI technologies?

Options:

A.  

Expanding initiatives across business units to create long-term business value

B.  

Ensuring alignment with business standards, revenue goals, and stakeholder expectations

C.  

Overcoming challenges to drive business transformation and growth

D.  

Developing policies and guidelines for data, transparency, responsible AI, and compliance\

Discussion 0
Question # 94

A company wants to implement a single environment for both data and AI development. Developers across different teams must be able to access the environment and work together. The developers must be able to build and share models and generative AI applications securely in the environment.

Which AWS solution will meet these requirements?

Options:

A.  

Amazon Lex

B.  

Amazon SageMaker Unified Studio

C.  

Amazon Bedrock PartyRock

D.  

Amazon Q Developer

Discussion 0
Question # 95

A company wants to deploy a conversational chatbot to answer customer questions. The chatbot is based on a fine-tuned Amazon SageMaker JumpStart model. The application must comply with multiple regulatory frameworks.

Which capabilities can the company show compliance for? (Select TWO.)

Options:

A.  

Auto scaling inference endpoints

B.  

Threat detection

C.  

Data protection

D.  

Cost optimization

E.  

Loosely coupled microservices

Discussion 0
Question # 96

A company uses Amazon Bedrock to implement a generative AI assistant on a website. The AI assistant helps customers with product recommendations and purchasing decisions. The company wants to measure the direct impact of the AI assistant on sales performance.

Options:

A.  

The conversion rate of customers who purchase products after AI assistant interactions

B.  

The number of customer interactions with the AI assistant

C.  

Sentiment analysis scores from customer feedback after AI assistant interactions

D.  

Natural language understanding accuracy rates

Discussion 0
Question # 97

A company wants to use AI for budgeting. The company made one budget manually and one budget by using an AI model. The company compared the budgets to evaluate the performance of the AI model. The AI model budget produced incorrect numbers.

Which option represents the AI model ' s problem?

Options:

A.  

Hallucinations

B.  

Safety

C.  

Interpretability

D.  

Cost

Discussion 0
Question # 98

A company has set up a translation tool to help its customer service team handle issues from customers around the world. The company wants to evaluate the performance of the translation tool. The company sets up a parallel data process that compares the responses from the tool to responses from actual humans. Both sets of responses are generated on the same set of documents.

Which strategy should the company use to evaluate the translation tool?

Options:

A.  

Use the Bilingual Evaluation Understudy (BLEU) score to estimate the absolute translation quality of the two methods.

B.  

Use the Bilingual Evaluation Understudy (BLEU) score to estimate the relative translation quality of the two methods.

C.  

Use the BERTScore to estimate the absolute translation quality of the two methods.

D.  

Use the BERTScore to estimate the relative translation quality of the two methods.

Discussion 0
Question # 99

A retail store wants to predict the demand for a specific product for the next few weeks by using the Amazon SageMaker DeepAR forecasting algorithm.

Which type of data will meet this requirement?

Options:

A.  

Text data

B.  

Image data

C.  

Time series data

D.  

Binary data

Discussion 0
Question # 100

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
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