CAF-3 · Chapter 10 · Question 2 of 15
An e-commerce company uses a machine learning algorithm to analyze thousands of unorganized, unlabeled customer records to discover hidden purchasing patterns. Which type of machine learning is being used?
Test yourself: pick an answer
Reveal answer & explanation
Correct answer: C) Unsupervised Learning
Explanation
Unsupervised learning is used when the system is given raw, unlabeled data and must discover hidden structures or patterns on its own, such as grouping similar customers
More Intelligent Automation (IA) & Agenting AI MCQs
- Q4Which subfield of AI is used by virtual assistants and chatbots to understand customer text queries, interpret the context, and generate…
- Q5Deep Learning is a highly advanced subset of machine learning. What is the core underlying structure that powers Deep Learning models?
- Q6A marketing team wants to segment its customer base into distinct groups based on purchasing behavior. The algorithm iteratively assigns…
- Q7Which dimensionality reduction technique is used to reduce the number of features in a massive dataset while preserving as much variance…
- Q8A financial institution uses a classification algorithm that finds the "optimal hyperplane" to best separate fraudulent transactions from…