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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

Last Update 3 days ago
Total Questions : 393

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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 # 41

A company wants to assess the costs that are associated with using a large language model (LLM) to generate inferences. The company wants to use Amazon Bedrock to build generative AI applications.

Which factor will drive the inference costs?

Options:

A.  

Number of tokens consumed

B.  

Temperature value

C.  

Amount of data used to train the LLM

D.  

Total training time

Discussion 0
Question # 42

A company wants to use language models to create an application for inference on edge devices. The inference must have the lowest latency possible.

Which solution will meet these requirements?

Options:

A.  

Deploy optimized small language models (SLMs) on edge devices.

B.  

Deploy optimized large language models (LLMs) on edge devices.

C.  

Incorporate a centralized small language model (SLM) API for asynchronous communication with edge devices.

D.  

Incorporate a centralized large language model (LLM) API for asynchronous communication with edge devices.

Discussion 0
Question # 43

A company runs a website for users to make travel reservations. The company wants an AI solution to help create consistent branding for hotels on the website. The AI solution needs to generate hotel descriptions for the website in a consistent writing style. Which AWS service will meet these requirements?

Options:

A.  

Amazon Comprehend

B.  

Amazon Personalize

C.  

Amazon Rekognition

D.  

Amazon Bedrock

Discussion 0
Question # 44

A company is building a generative AI application with a foundation model (FM). The application needs to automatically generate marketing emails. The company wants the application ' s output text to be creative and short in length.

Which configuration of inference parameters will meet these requirements?

Options:

A.  

Decrease the temperature and the response length.

B.  

Increase the temperature and the response length.

C.  

Increase the temperature and decrease the response length.

D.  

Decrease the temperature and increase the response length.

Discussion 0
Question # 45

An ML research team develops custom ML models. The model artifacts are shared with other teams for integration into products and services. The ML team retains the model training code and data. The ML team wants to builk a mechanism that the ML team can use to audit models.

Which solution should the ML team use when publishing the custom ML models?

Options:

A.  

Create documents with the relevant information. Store the documents in Amazon S3.

B.  

Use AWS A] Service Cards for transparency and understanding models.

C.  

Create Amazon SageMaker Model Cards with Intended uses and training and inference details.

D.  

Create model training scripts. Commit the model training scripts to a Git repository.

Discussion 0
Question # 46

A security company is using Amazon Bedrock to run foundation models (FMs). The company wants to ensure that only authorized users invoke the models. The company needs to identify any unauthorized access attempts to set appropriate AWS Identity and Access Management (IAM) policies and roles for future iterations of the FMs.

Which AWS service should the company use to identify unauthorized users that are trying to access Amazon Bedrock?

Options:

A.  

AWS Audit Manager

B.  

AWS CloudTrail

C.  

Amazon Fraud Detector

D.  

AWS Trusted Advisor

Discussion 0
Question # 47

A company has terabytes of data in a database that the company can use for business analysis. The company wants to build an AI-based application that can build a SQL query from input text that employees provide. The employees have minimal experience with technology.

Which solution meets these requirements?

Options:

A.  

Generative pre-trained transformers (GPT)

B.  

Residual neural network

C.  

Support vector machine

D.  

WaveNet

Discussion 0
Question # 48

A company that uses multiple ML models wants to identify changes in original model quality so that the company can resolve any issues.

Which AWS service or feature meets these requirements?

Options:

A.  

Amazon SageMaker JumpStart

B.  

Amazon SageMaker HyperPod

C.  

Amazon SageMaker Data Wrangler

D.  

Amazon SageMaker Model Monitor

Discussion 0
Question # 49

A company wants to create a chatbot to answer employee questions about company policies. Company policies are updated frequently. The chatbot must reflect the changes in near real time. The company wants to choose a large language model (LLM).

Options:

A.  

Fine-tune an LLM on the company policy text by using Amazon SageMaker.

B.  

Select a foundation model (FM) from Amazon Bedrock to build an application.

C.  

Create a Retrieval Augmented Generation (RAG) workflow by using Amazon Bedrock Knowledge Bases.

D.  

Use Amazon Q Business to build a custom Q App.

Discussion 0
Question # 50

An AI practitioner is using an LLM-as-a-judge in Amazon Bedrock to evaluate the quality of agent responses in a production environment. The AI practitioner wants to apply a built-in metric that assesses how thoroughly the agent responses address all parts of each prompt or question.

Which metric will meet these requirements?

Options:

A.  

Recall-Oriented Understudy for Gisting Evaluation (ROUGE)

B.  

Completeness

C.  

Following instructions

D.  

Refusal

Discussion 0
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