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  1. A software company wants to analyze customer feedback to determine wheter reviews are positive, neutral, or negative. Which AWS service should they use?
    by Dr. Osama M. Khaled — published Sep 14, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  2. What is the primary purpose of hyperparameter tuning in machine learning (ML)?
    by Dr. Osama M. Khaled — published Sep 15, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  3. How do diffusion models work?
    by Dr. Osama M. Khaled — published Sep 15, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  4. What is the primary purpose of fine-tuning a foundation model (FM)?
    by Dr. Osama M. Khaled — published Sep 15, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  5. How does an encoder work in a transformer model?
    by Dr. Osama M. Khaled — published Sep 15, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  6. Which of the following describes a limit on how much a large language model (LLM) can process at a time?
    by Dr. Osama M. Khaled — published Sep 16, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  7. What's the reason for using reinforcement learning from human feedback (RLHF) in generative AI models?
    by Dr. Osama M. Khaled — published Sep 16, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  8. What is a key benefit of a multimodal foundation model (FM)?
    by Dr. Osama M. Khaled — published Sep 16, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  9. Of the choices below, which is a main reason why large language models consume significant compute resources?
    by Dr. Osama M. Khaled — published Sep 17, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
  10. Why can RAG help lower hallucinations in AI models?
    by Dr. Osama M. Khaled — published Sep 17, 2025 — last modified Nov 09, 2025 08:55 PM Located in Computing / … / Amazon Web Services (AWS) / AWS Certified AI Practitioner Practice Exam
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