Google Cloud Generative AI Leader — Question 10

What is an example of unsupervised machine learning?

Answer options

• A. Predicting subscription renewal based on past renewal status data.
• B. Training a system to recognize product images using labeled categories.
• C. Analyzing customer purchase patterns to identify natural groupings.
• D. Forecasting sales figures using historical sales and marketing spend.

Correct answer: C

Explanation

Option C is correct as it involves analyzing data without predefined labels, which is characteristic of unsupervised learning. Options A, B, and D involve supervised learning techniques, where the model is trained on labeled data to make predictions or classifications.