Q72 — AWS AIF-C01 Ch.3

Question 72 of 100 | ← Chapter 3

A data scientist passes the phrase 'the movie was really great' to an embedding model. What is the model’s output?

• A. A word representing the phrase’s sentiment
• B. A value assessing the phrase’s credibility
• C. An image depicting the phrase
• D. A numeric array ✓

Correct Answer: D. A numeric array

Explanation

An embedding model transforms high-dimensional textual input into low-dimensional vector representations. In NLP, it converts text — such as the phrase 'the movie was really great' — into a numeric array (vector) that encodes semantic meaning and relational information. It does not output sentiment words, credibility scores, or images. Therefore, the correct output is a numeric array.