AWS Certified AI Practitioner (AIF-C01) — Question 34

A company has terabytes of data in a database that the company can use for business analysis. The company wants to build an AI-based application that can build a SQL query from input text that employees provide. The employees have minimal experience with technology.
Which solution meets these requirements?

Answer options

• A. Generative pre-trained transformers (GPT)
• B. Residual neural network
• C. Support vector machine
• D. WaveNet

Correct answer: A

Explanation

Generative pre-trained transformers (GPT) are designed to understand and generate human-like text, making them well-suited for converting natural language input into SQL queries. The other options, such as residual neural networks, support vector machines, and WaveNet, are not specifically tailored for this type of natural language processing task, thus making them less appropriate for the company's needs.