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Amazon AWS Certified AI Practitioner Sample Questions:

1. A company has installed a security camera. The company uses an ML model to evaluate the security camera footage for potential thefts. The company has discovered that the model disproportionately flags people who are members of a specific ethnic group.
Which type of bias is affecting the model output?

A) Observer bias
B) Confirmation bias
C) Sampling bias
D) Measurement bias

2. An AI practitioner wants to use a foundation model (FM) to design a search application. The search application must handle queries that have text and images.
Which type of FM should the AI practitioner use to power the search application?

A) Multi-modal generation model
B) Image generation model
C) Text embedding model
D) Multi-modal embedding model

3. A company manually reviews all submitted resumes in PDF format. As the company grows, the company expects the volume of resumes to exceed the company's review capacity. The company needs an automated system to convert the PDF resumes into plain text format for additional processing.
Which AWS service meets this requirement?

A) Amazon Personalize
B) Amazon Lex
C) Amazon Textract
D) Amazon Transcribe

4. A company is building a customer service chatbot. The company wants the chatbot to improve its responses by learning from past interactions and online resources.
Which AI learning strategy provides this self-improvement capability?

A) Supervised learning with a manually curated dataset of good responses and bad responses
B) Reinforcement learning with rewards for positive customer feedback
C) Unsupervised learning to find clusters of similar customer inquiries
D) Supervised learning with a continuously updated FAQ database

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

Solutions: