AWS Certified AI Practitioner (AIF-C01) — Question 332

A company wants to assess internet quality in remote areas of the world. The company needs to collect internet speed data and store the data in Amazon RDS. The company will analyze internet speed variation throughout each day. The company wants to create an AI model to predict potential internet disruptions.

Which type of data should the company collect for this task?

Answer options

• A. Tabular data
• B. Text data
• C. Time series data
• D. Audio data

Correct answer: C

Explanation

Time series data is the correct choice because it tracks data points ordered chronologically, which is essential for analyzing speed fluctuations throughout the day and forecasting future disruptions. Other options like text and audio data do not capture numerical speed measurements over time, and while tabular data can store temporal information, time series data is specifically optimized for analyzing and predicting sequential, time-dependent variations.