An agency collects census information within a country to determine healthcare and social program needs by province and city. The census form collects responses for approximately 500 questions from each citizen. Which combination of algorithms would provide the appropriate insights? (Choose two.)
A) The factorization machines (FM) algorithm
B) The Latent Dirichlet Allocation (LDA) algorithm
C) The principal component analysis (PCA) algorithm
D) The k-means algorithm
E) The Random Cut Forest (RCF) algorithm

Question

Quizplus · Accepted Answer

PCA is used for dimensionality reduction, which helps in analyzing large datasets like census data by reducing the number of variables. K-means is useful for clustering data, which can help identify patterns and group similar responses to inform healthcare and social program needs.

An Agency Collects Census Information Within a Country to Determine