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Consider the following state machine diagram for an AWS Step Functions workflow: [Start] –> [Task 1] –> [Choice] –> [Task 2] –> [End] | –> [Task 3] –> [End] 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 of the following statements correctly distinguishes between data at rest and data in transit?

In which of the following scenarios would a company most likely prefer using a business data catalog over a technical data catalog?

Which of the following best describes the primary function of encryption?

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

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

Order these file sizes from smallest to largest.

Match the AWS service with its use case in a data pipeline.

Consider the following two tables stored in a database on AWS: Which of the following SQL queries retrieves the total sales amount for each product from both the sales_2023 and sales_2024 tables, using UNION ALL to combine the results and then grouping the data by product?

Cloud computing refers to the on-demand delivery of physical hardware, such as servers and networking equipment, with a fixed monthly pricing model.