Advanced Mathematics


This course reviews the mathematical foundations necessary to absorb the Body of Knowledge of the ARPM Certificate
Notation
Vector spaces
Linear transformations
Inner product spaces
Metric and normed spaces
Differentiation
Numerical derivatives
Taylor expansion
Integration
Monotone functions
Convexity
Representations of a distribution
Marginalization
Conditioning
Normal distribution
Quadratic-normal distribution
Notable multivariate distributions
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