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Basic Question 1 of 9

Which statement is false regarding statistical modelling and machine learning?

A. They both share the same goal: learning from data.
B. They have different assumptions and techniques when analyzing underlying observations. Statistics draws population inferences from a sample, and machine learning finds generalizable predictive patterns.
C. Statistical modelling is a better model when dealing with high dimensionality, while machine learning is a better one with a high degree of non-linearity.

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Craig Baugh

Learning Outcome Statements

describe supervised machine learning, unsupervised machine learning, and deep learning;

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