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Amazon AIF-C01 Exam Syllabus Topics:

Topic	Details
Topic 1	Guidelines for Responsible AI: This domain highlights the ethical considerations and best practices for deploying AI solutions responsibly, including ensuring fairness and transparency. It is aimed at AI practitioners, including data scientists and compliance officers, who are involved in the development and deployment of AI systems and need to adhere to ethical standards.
Topic 2	Security, Compliance, and Governance for AI Solutions: This domain covers the security measures, compliance requirements, and governance practices essential for managing AI solutions. It targets security professionals, compliance officers, and IT managers responsible for safeguarding AI systems, ensuring regulatory compliance, and implementing effective governance frameworks.
Topic 3	Applications of Foundation Models: This domain examines how foundation models, like large language models, are used in practical applications. It is designed for those who need to understand the real-world implementation of these models, including solution architects and data engineers who work with AI technologies to solve complex problems.
Topic 4	Fundamentals of Generative AI: This domain explores the basics of generative AI, focusing on techniques for creating new content from learned patterns, including text and image generation. It targets professionals interested in understanding generative models, such as developers and researchers in AI.
Topic 5	Fundamentals of AI and ML: This domain covers the fundamental concepts of artificial intelligence (AI) and machine learning (ML), including core algorithms and principles. It is aimed at individuals new to AI and ML, such as entry-level data scientists and IT professionals.

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Amazon AWS Certified AI Practitioner Sample Questions (Q185-Q190):

NEW QUESTION # 185
A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis. The company wants to classify the sentiment of text passages as positive or negative.
Which prompt engineering strategy meets these requirements?

A. Provide the new text passage to be classified without any additional context or examples.
B. Provide the new text passage with a few examples of unrelated tasks, such as text summarization or question answering.
C. Provide examples of text passages with corresponding positive or negative labels in the prompt followed by the new text passage to be classified.
D. Provide a detailed explanation of sentiment analysis and how LLMs work in the prompt.

Answer: C

NEW QUESTION # 186
A company makes forecasts each quarter to decide how to optimize operations to meet expected demand. The company uses ML models to make these forecasts.
An AI practitioner is writing a report about the trained ML models to provide transparency and explainability to company stakeholders.
What should the AI practitioner include in the report to meet the transparency and explainability requirements?

A. Model convergence tables
B. Code for model training
C. Sample data for training
D. Partial dependence plots (PDPs)

Answer: D

NEW QUESTION # 187
A hospital wants to use a generative AI solution with speech-to-text functionality to help improve employee skills in dictating clinical notes.

A. Amazon Q Developer
B. Amazon Polly
C. Amazon Rekognition
D. AWS HealthScribe

Answer: D

Explanation:
Comprehensive and Detailed
AWS HealthScribe provides speech-to-text and medical documentation generation, specifically designed for healthcare applications.
Amazon Polly is text-to-speech, not speech-to-text.
Amazon Rekognition is computer vision.
Amazon Q Developer is a generative AI assistant for developers, not healthcare.
Reference:
AWS Documentation - AWS HealthScribe

NEW QUESTION # 188
A company wants more customized responses to its generative AI models' prompts.
Select the correct customization methodology from the following list for each use case. Each use case should be selected one time. (Select THREE.)
* Continued pre-training
* Data augmentation
* Model fine-tuning

Answer:

Explanation:

NEW QUESTION # 189
A company is training its employees on how to structure prompts for foundation models.
Select the correct prompt engineering technique from the following list for each prompt template. Each prompt engineering technique should be selected onetime. (SelectTHREE.)
* Chain-of-thought reasoning
* Few-shot learning
* Zero-shot learning

Answer:

Explanation:

NEW QUESTION # 190
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2025 Trustable Amazon AIF-C01 Reliable Real Test

Amazon AIF-C01 Exam Syllabus Topics:

AIF-C01 Reliable Real Test – High Pass-Rate Valid Exam Sample for AIF-C01: AWS Certified AI Practitioner

Amazon AWS Certified AI Practitioner Sample Questions (Q185-Q190):

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