What is an example of unsupervised machine learning?
A.
Analyzing customer purchase patterns to identify natural groupings.
B.
Training a system to recognize product images using labeled categories.
C.
Predicting subscription renewal based on past renewal status data.
D.
Forecasting sales figures using historical sales and marketing spend.
The Answer Is:
A
This question includes an explanation.
Explanation:
Unsupervised learning deals with unlabeled data. Identifying "natural groupings" or clusters in customer purchase patterns (e.g., segmenting customers into different buying behaviors without pre-defined labels) is a classic example of unsupervised learning (clustering). Options B, C, and D are examples of supervised learning, as they involve labeled data for training (product categories, renewal status, sales figures).
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