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Basic Question 0 of 17
Which statement is false regarding statistical modelling and machine learning?
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.
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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Colin Sampaleanu
Learning Outcome Statements
explain hypothesis testing and its components, including statistical significance, Type I and Type II errors, and the power of a test
CFA® 2025 Level I Curriculum, Volume 1, Module 8.