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Amazon AIF-C01 Exam Syllabus Topics:

TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 4
  • 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 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 (Q101-Q106):

NEW QUESTION # 101
A company wants to use Amazon Bedrock. The company needs to review which security aspects the company is responsible for when using Amazon Bedrock.

Answer: A

Explanation:
* With Amazon Bedrock, AWS handles infrastructure security and patching (shared responsibility model).
* Customers are responsible for securing their data (encryption, IAM, policies) both in transit and at rest.
* Provisioning infrastructure (D) and platform patching (A, B) are AWS responsibilities.
# Reference:
AWS Shared Responsibility Model


NEW QUESTION # 102
A company wants to set up private access to Amazon Bedrock APIs from the company's AWS account. The company also wants to protect its data from internet exposure.

Answer: C

Explanation:
Comprehensive and Detailed
AWS PrivateLink enables private connectivity between your VPC and supported AWS services (like Amazon Bedrock) without sending traffic over the public internet.
CloudFront (A) is for CDN and content delivery, not private service connections.
AWS Glue (B) is for ETL/data catalog, not networking.
Lake Formation (C) provides governance for data lakes, not API network isolation.
Reference:
AWS Documentation - Access Amazon Bedrock with PrivateLink


NEW QUESTION # 103
A company wants to build a lead prioritization application for its employees to contact potential customers. The application must give employees the ability to view and adjust the weights assigned to different variables in the model based on domain knowledge and expertise.
Which ML model type meets these requirements?

Answer: B


NEW QUESTION # 104
A media streaming platform wants to provide movie recommendations to users based on the users' account history.

Answer: C

Explanation:
* Amazon Personalize is a fully managed ML service for personalized recommendations (movies, products, music, etc.) based on user behavior and history.
* Polly converts text to lifelike speech.
* Comprehend performs NLP tasks like sentiment analysis.
* Transcribe is speech-to-text.
# Reference:
AWS Documentation - Amazon Personalize


NEW QUESTION # 105
Which scenario describes a potential risk and limitation of prompt engineering In the context of a generative AI model?

Answer: B


NEW QUESTION # 106
......

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