AWS Certified AI Practitioner (AIF-C01) — Question 107

A retail store wants to predict the demand for a specific product for the next few weeks by using the Amazon SageMaker DeepAR forecasting algorithm.

Which type of data will meet this requirement?

Answer options

• A. Text data
• B. Image data
• C. Time series data
• D. Binary data

Correct answer: C

Explanation

The correct answer is C, as time series data is essential for forecasting demands over time. Text data (A), image data (B), and binary data (D) do not provide the temporal information necessary for demand prediction.