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Basic Question 8 of 8

Which model(s) focus(es) on reducing the number of features?

I. Penalized Regression
II. K-Means Clustering
III. Principal Components Analysis

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I am happy to say that I passed! Your study notes certainly helped prepare me for what was the most difficult exam I had ever taken.
Andrea Schildbach

Andrea Schildbach

Learning Outcome Statements

describe unsupervised machine learning algorithms - including principal components analysis, k-means clustering, and hierarchical clustering - and determine the problems for which they are best suited;

CFA® 2025 Level II Curriculum, Volume 1, Module 6.