AWS Certified AI Practitioner Practice Exam

For automating the generation of graphs showing total sales across various retail locations, which AWS solution is the best fit?

1. Amazon Q in Amazon EC2

2. Amazon Q Developer

3. Amazon Q in Amazon QuickSight

4. Amazon Q in AWS Chatbot

The correct answer is: Amazon Q in Amazon QuickSight

The choice of Amazon Q in Amazon QuickSight for automating the generation of graphs showing total sales across various retail locations is well-founded. Amazon QuickSight is a scalable, serverless business intelligence (BI) service designed specifically for visualizing data and generating insightful reports. It allows users to create interactive visualizations and dashboards that can convey complex data trends clearly. By using Amazon Q within QuickSight, you can leverage natural language capabilities to ask questions about your sales data. This feature lets users generate visualizations quickly and intuitively, making it easier to analyze trends in sales across various locations without needing in-depth technical knowledge or SQL expertise. The combination of QuickSight's robust data analysis tools and Amazon Q's natural language processing capabilities make it an ideal choice for this use case. Other options do not align as closely with the specific need for visualization and reporting. While Amazon EC2 can run various applications, including those for data processing and visualization, it requires more maintenance and setup compared to the dedicated services offered by QuickSight. Amazon Q Developer and AWS Chatbot are more focused on integrating AI functionalities and automation into applications and communication platforms, respectively, rather than purely on data visualization and analysis. Therefore, the functionality and user-friendliness of Amazon Q within Quick