Most Recent Amazon AIF-C01 Exam Dumps

Prepare for the Amazon AWS Certified AI Practitioner exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.

QA4Exam focus on the latest syllabus and exam objectives, our practice Q&A are designed to help you identify key topics and solidify your understanding. By focusing on the core curriculum, These Questions & Answers helps you cover all the essential topics, ensuring you're well-prepared for every section of the exam. Each question comes with a detailed explanation, offering valuable insights and helping you to learn from your mistakes. Whether you're looking to assess your progress or dive deeper into complex topics, our updated Q&A will provide the support you need to confidently approach the Amazon AIF-C01 exam and achieve success.

The questions for AIF-C01 were last updated on Feb 21, 2025.

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Question No. 1

An AI practitioner has built a deep learning model to classify the types of materials in images. The AI practitioner now wants to measure the model performance.

Which metric will help the AI practitioner evaluate the performance of the model?

AConfusion matrix

BCorrelation matrix

CR2 score

DMean squared error (MSE)

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Correct Answer: A

Question No. 2

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?

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

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

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

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

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Correct Answer: A

Question No. 3

An education provider is building a question and answer application that uses a generative AI model to explain complex concepts. The education provider wants to automatically change the style of the model response depending on who is asking the question. The education provider will give the model the age range of the user who has asked the question.

Which solution meets these requirements with the LEAST implementation effort?

AFine-tune the model by using additional training data that is representative of the various age ranges that the application will support.

BAdd a role description to the prompt context that instructs the model of the age range that the response should target.

CUse chain-of-thought reasoning to deduce the correct style and complexity for a response suitable for that user.

DSummarize the response text depending on the age of the user so that younger users receive shorter responses.

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Correct Answer: B

Question No. 4

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

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

BEnable AWS Audit Manager for automatic model evaluation jobs.

CEnable Amazon Bedrock automatic model evaluation jobs.

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

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Correct Answer: A

Question No. 5

A company wants to use a pre-trained generative AI model to generate content for its marketing campaigns. The company needs to ensure that the generated content aligns with the company's brand voice and messaging requirements.

Which solution meets these requirements?

AOptimize the model's architecture and hyperparameters to improve the model's overall performance.

BIncrease the model's complexity by adding more layers to the model's architecture.

CCreate effective prompts that provide clear instructions and context to guide the model's generation.

DSelect a large, diverse dataset to pre-train a new generative model.

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Correct Answer: C

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