Consider the following state machine diagram for an AWS Step Functions workflow: –> –> –> –> | –> –> In this state machine: Task 1 performs a specific action. Choice evaluates a condition and directs the flow to either Task 2 or Task 3 based on the result. What is the primary function of the Choice state in this state machine?

Which AWS service is specifically designed to help detect PII data in Amazon S3 objects?

Which of the following is NOT a factor in determining the appropriate mount for a Video Surveillance camera?

Analog video is made up of what number of images per second (NTSC)?

What is the primary purpose of AWS Glue Crawlers in a data pipeline?

Which of the following best describes the consumption layer in a data pipeline?

Which of the following are valid methods to interact with AWS services? (Select all that apply)

Huddell Corp, a large multinational company, is experiencing challenges in managing and analyzing massive volumes of structured and unstructured data from various departments, including social media, customer feedback, financial reports, and IoT sensor data. The company wants to enable data scientists to explore raw data and run analytics across diverse data formats. However, they also need to keep some data ready for quick access to support business intelligence and reporting functions. Additionally, the company wants to avoid duplicating data storage to save costs. Question: Which data management solution would best address Huddell Corp’s needs by allowing them to store both raw, unprocessed data for data scientists and structured data for business intelligence, without duplicating storage?

Why is it generally recommended to avoid using SELECT * in SQL queries?

Which of the following is a best practice principle for data pipeline orchestration?