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Amazon AWS Certified AI Practitioner Sample Questions:

1. An AI company periodically evaluates its systems and processes with the help of independent software vendors (ISVs). The company needs to receive email message notifications when an ISV's compliance reports become available.
Which AWS service can the company use to meet this requirement?

A) AWS Artifact
B) AWS Trusted Advisor
C) AWS Audit Manager
D) AWS Data Exchange

2. An accounting firm wants to implement a large language model (LLM) to automate document processing.
The firm must proceed responsibly to avoid potential harms.
What should the firm do when developing and deploying the LLM? (Select TWO.)

A) Avoid overfitting on the training data.
B) Modify the training data to mitigate bias.
C) Adjust the temperature parameter of the model.
D) Include fairness metrics for model evaluation.
E) Apply prompt engineering techniques.

3. A company wants to develop an educational game where users answer questions such as the following: "A jar contains six red, four green, and three yellow marbles. What is the probability of choosing a green marble from the jar?" Which solution meets these requirements with the LEAST operational overhead?

A) Use unsupervised learning to create a model that will estimate probability density.
B) Use reinforcement learning to train a model to return the probability.
C) Use supervised learning to create a regression model that will predict probability.
D) Use code that will calculate probability by using simple rules and computations.

4. A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis. The company wants to know how much information can fit into one prompt.
Which consideration will inform the company's decision?

A) Model size
B) Context window
C) Temperature
D) Batch size

5. 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) Measurement bias
B) Observer bias
C) Confirmation bias
D) Sampling bias

Solutions: