NVIDIA Certified Associate – Generative AI and LLMs — Question 1

Which of the following best describes Word2vec?

Answer options

• A. A programming language used to build artificial intelligence models.
• B. A statistical technique used to analyze word frequency in a text corpus.
• C. A deep learning algorithm used to generate word embeddings from text data.
• D. A database management system designed for storing and querying word data.

Correct answer: C

Explanation

The correct answer is C because Word2vec is specifically a deep learning algorithm that creates word embeddings, which are vector representations of words in a continuous vector space. Option A is incorrect as Word2vec is not a programming language, B is not accurate since it focuses on frequency rather than embeddings, and D is wrong because Word2vec does not function as a database management system.