Google Cloud Digital Leader — Question 186

A manufacturing organization has a large collection of images labeled as intact or defective parts. They want to use this data to build a simple solution to detect faulty parts on their production line. They have no data science expertise. Which solution should they use?

Answer options

• A. Pre-trained APIs
• B. Document AI
• C. AutoML
• D. Discovery AI for Retail

Correct answer: C

Explanation

The correct answer, AutoML, allows users without data science expertise to build and deploy machine learning models by automating the process. Pre-trained APIs are less customizable for specific needs, Document AI focuses on text and document processing rather than image classification, and Discovery AI for Retail is tailored for retail analytics, not manufacturing fault detection.