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Amazon AWS Certified AI Practitioner Sample Questions:

1. A company has developed an ML model for image classification. The company wants to deploy the model to production so that a web application can use the model.
The company needs to implement a solution to host the model and serve predictions without managing any of the underlying infrastructure.
Which solution will meet these requirements?

A) Use AWS Batch to host the model and serve predictions.
B) Use Amazon SageMaker Serverless Inference to deploy the model.
C) Use Amazon CloudFront to deploy the model.
D) Use Amazon API Gateway to host the model and serve predictions.

2. A company uses Amazon SageMaker for its ML pipeline in a production environment. The company has large input data sizes up to 1 GB and processing times up to 1 hour. The company needs near real-time latency.
Which SageMaker inference option meets these requirements?

A) Batch transform
B) Serverless inference
C) Asynchronous inference
D) Real-time inference

3. A company wants to display the total sales for its top-selling products across various retail locations in the past 12 months.
Which AWS solution should the company use to automate the generation of graphs?

A) Amazon Q Developer
B) Amazon Q in Amazon QuickSight
C) Amazon Q in Amazon EC2
D) Amazon Q in AWS Chatbot

4. A company has terabytes of data in a database that the company can use for business analysis. The company wants to build an AI-based application that can build a SQL query from input text that employees provide.
The employees have minimal experience with technology.
Which solution meets these requirements?

A) Support vector machine
B) WaveNet
C) Generative pre-trained transformers (GPT)
D) Residual neural network

5. An AI practitioner has a database of animal photos. The AI practitioner wants to automatically identify and categorize the animals in the photos without manual human effort.
Which strategy meets these requirements?

A) Named entity recognition
B) Anomaly detection
C) Inpainting
D) Object detection

Solutions: