Determine high-performing data ingestion and transformation solutions.
8 practice questions under this official exam objective (SAA-C03) — each with the community-verified answer, a full option-by-option explanation and instant feedback.
AWS Forecast vs SageMaker for Time-Series Prediction
This question tests the selection of a managed time-series forecasting service for manufacturing resource prediction using historical S3 data. The cor
How to Calculate Daily DynamoDB Metrics Without Affecting Provisioned Capacity?
This SAA-C03 question tests how to run recurring analytics on a DynamoDB table without consuming provisioned read or write capacity. The page establis
Serverless Data Lake to MPP Warehouse Solution
This question tests the selection of AWS services for a serverless ETL pipeline targeting an MPP data warehouse with SQL-based ML capabilities. The co
Scalable Real-Time Clickstream Analysis on AWS
This question addresses designing a scalable solution for real-time clickstream analysis with fluctuating traffic, establishing that Kinesis Data Stre
Cost-Effective SQL Queries on Encrypted Parquet in S3
This question evaluates the most cost-effective method for running occasional SQL queries on client-side encrypted Apache Parquet files stored in Amaz
Real-time Data Ingestion to S3 using Kinesis
This question evaluates the correct architecture for ingesting real-time data from third-party applications into Amazon S3, identifying Kinesis Data S
Encrypting AWS Glue ETL with Customer-Specific CSE-KMS Keys?
AWS Glue jobs paired with client-side encryption using AWS KMS (CSE-KMS) security configurations let the medical company transform clinical trial data
Most Scalable Automated Survey Sentiment Analysis on AWS?
This SAA-C03 question tests a scalable, serverless pipeline for high-volume survey sentiment analysis with 12-month retention. The page establishes th