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Amazon AWS Certified AI Practitioner Sample Questions:

1. A company is using Amazon SageMaker Studio notebooks to build and train ML models. The company stores the data in an Amazon S3 bucket. The company needs to manage the flow of data from Amazon S3 to SageMaker Studio notebooks.
Which solution will meet this requirement?

A) Use Amazon Macie to monitor SageMaker Studio.
B) Configure SageMaker to use S3 Glacier Deep Archive.
C) Configure SageMaker to use a VPC with an S3 endpoint.
D) Use Amazon Inspector to monitor SageMaker Studio.

2. An AI practitioner has built a deep learning model to classify the types of materials in images. The AI practitioner now wants to measure the model performance.
Which metric will help the AI practitioner evaluate the performance of the model?

A) Confusion matrix
B) Mean squared error (MSE)
C) Correlation matrix
D) R2 score

3. A research company implemented a chatbot by using a foundation model (FM) from Amazon Bedrock. The chatbot searches for answers to questions from a large database of research papers.
After multiple prompt engineering attempts, the company notices that the FM is performing poorly because of the complex scientific terms in the research papers.
How can the company improve the performance of the chatbot?

A) Clean the research paper data to remove complex scientific terms.
B) Change the FM inference parameters.
C) Use domain adaptation fine-tuning to adapt the FM to complex scientific terms.
D) Use few-shot prompting to define how the FM can answer the questions.

4. A company built a deep learning model for object detection and deployed the model to production.
Which AI process occurs when the model analyzes a new image to identify objects?

A) Bias correction
B) Inference
C) Model deployment
D) Training

5. 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) Multi-modal embedding model
C) Image generation model
D) Text embedding model

Solutions: