Google Cloud Digital Leader — Question 122

A vacation home rental organization wants to predict the popularity of properties in their upcoming busy season. They do not have a data science team, and want to use their in-house database administration skills to create a machine learning model. What should the organization do?

Answer options

• A. Use custom training in Vertex AI with TensorFlow.
• B. Integrate pre-trained APIs into their application.
• C. Use BigQuery ML and create models using SQL.
• D. Build a model in AutoML using labeled data.

Correct answer: C

Explanation

The correct choice is C because BigQuery ML allows users to create and execute machine learning models directly using SQL, which aligns with the organization's database administration skills. Option A involves a more complex setup with TensorFlow, which may not be suitable given their lack of a data science team. Option B does not involve creating a model but rather using existing APIs, and option D requires labeled data that they may not have access to.