AWS Certified AI Practitioner (AIF-C01) — Question 338

A company needs to collect a large dataset to train an AI assistant in a specific content area.

Which dataset will meet this requirement?

Answer options

• A. Diverse conversations that use relevant terminology
• B. Time series data of general purpose historical sales
• C. Sentiment analysis of news articles
• D. Unique product IDs and corresponding user IDs

Correct answer: A

Explanation

Training an AI assistant for a specific domain requires conversational data that reflects the targeted terminology and interaction style, making diverse conversations with relevant vocabulary the ideal choice. General historical sales data, sentiment analysis of news, and simple mapping of product-to-user IDs do not provide the linguistic context or conversational structure needed to train a dialogue-based AI model.