AWS Certified AI Practitioner (AIF-C01) — Question 78

Which term describes the numerical representations of real-world objects and concepts that AI and natural language processing (NLP) models use to improve understanding of textual information?

Answer options

• A. Embeddings
• B. Tokens
• C. Models
• D. Binaries

Correct answer: A

Explanation

The correct answer is A, Embeddings, as they are specifically designed to represent real-world objects and concepts in a numerical format that AI and NLP systems can process. Options B (Tokens) refer to the individual pieces of text, C (Models) are the overall systems that utilize various techniques, and D (Binaries) generally refer to data in binary form, which does not specifically relate to the concept of numerical representation for understanding context.