User:Aidan.plenert.macdonald/Books/Machine Learning


 * Information
 * Kullback–Leibler divergence
 * Mutual information


 * Regression
 * Generalized linear model
 * Logistic regression
 * Linear regression
 * Polynomial regression
 * Multinomial logistic regression
 * Local regression


 * Statistics
 * Variance
 * Covariance
 * Correlation and dependence
 * Pearson product-moment correlation coefficient


 * Distributions
 * Exponential distribution
 * Normal distribution
 * Bernoulli distribution
 * Poisson distribution


 * Probability
 * Probability distribution
 * Expected value