CAF-3 · Chapter 10 · Question 6 of 15
A marketing team wants to segment its customer base into distinct groups based on purchasing behavior. The algorithm iteratively assigns customers to the nearest "centroid" until the groups stabilize. Which algorithm is this?
Test yourself: pick an answer
Reveal answer & explanation
Correct answer: B) k-Means Clustering
Explanation
k-Means is an unsupervised clustering algorithm that divides data into multiple groups (clusters) by iteratively assigning data points to the nearest central point (centroid)
More Intelligent Automation (IA) & Agenting AI MCQs
- Q8A financial institution uses a classification algorithm that finds the "optimal hyperplane" to best separate fraudulent transactions from…
- Q9Which generative AI algorithm relies on a single network that learns to compress data into a "latent space" and then reconstruct it to…
- Q10A mid-sized retail company wants to implement a basic product recommendation engine but lacks the budget and technical expertise to build…
- Q11What is the primary advantage of choosing a Custom Machine Learning model over an Off-the-Shelf solution?
- Q12Traditional Robotic Process Automation (RPA) is excellent at repetitive, rule-based tasks. However, when an organization combines RPA with…