PatterRecognition-C4-Linear-Models-For-Classification

Keywords: Discriminant Functions, Logistic Regression, Bayesian Logistic Regression, Python

PatterRecognition-C2-Probability-Distributions

Keywords: Gaussian Distribution, The Exponential Family, Python

PatterRecognition-C1-Introduction

Keywords: Bayes’Theorem, Polynomial Curve Fitting, Posterior Probability, Python

PatterRecognition-C3-LinearModels-for-Regression

Keywords: Least Squares, Bayesian Linear Regression, Evidence Approximation, Bias-Variance Decomposition, Python

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