Question #1177
A company wants to create and publish interactive business intelligence dashboards that utilize machine learning for real-time predictive analytics. Which AWS service or tool best meets these requirements?
AWS Glue
Amazon QuickSight
Amazon SageMaker
Amazon Redshift
Explanation
Amazon QuickSight (B) is the best choice because it directly addresses the requirements of creating interactive dashboards and integrating machine learning for real-time predictive analytics. QuickSight provides tools like ML Insights, which enable automated anomaly detection, forecasting, and what-if analyses without requiring custom code.
Other options are incorrect because:
- AWS Glue (A): A serverless ETL service for data preparation, not dashboard creation or analytics.
- Amazon SageMaker (C): A machine learning service for building/training models, but not designed for dashboard publishing.
- Amazon Redshift (D): A data warehouse for analytics queries, but dashboards require separate BI tools like QuickSight.
Key Points:
1. QuickSight specializes in interactive BI dashboards.
2. It includes built-in ML features for real-time predictions.
3. Other services focus on data processing (Glue), ML model development (SageMaker), or data storage (Redshift).
Answer
The correct answer is: B