Q49 — AWS AIF-C01 Ch.2

Question 49 of 100 | ← Chapter 2

Which term describes the numerical representation of real-world objects and concepts used by artificial intelligence and natural language processing (NLP) models to improve understanding of textual information?

• A. Embeddings ✓
• B. Tokens
• C. Model
• D. Binary files

Correct Answer: A. Embeddings

Explanation

In artificial intelligence and natural language processing (NLP), embeddings are techniques that convert real-world objects and concepts into numerical representations so models can better understand and process textual information. These numerical representations capture semantic relationships among words and concepts, thereby enhancing the model’s ability to comprehend text. Thus, the term describing the numerical representation of real-world objects and concepts used by AI and NLP models to improve textual understanding is 'embeddings'.