User:Jcroasii/Books/CyberSecurityThreatDetection

A Machine Learning Approach

 * Machine learning


 * Types Of Machine Learning
 * Supervised learning
 * Unsupervised learning
 * Reinforcement learning


 * Regression Algorithms
 * Linear regression
 * Logistic regression


 * Bayesian Algorithms
 * Naive Bayes classifier


 * Clustering Algorithms
 * K-means clustering
 * K-medians clustering


 * Reference
 * Classification rule
 * P-value
 * Statistical inference
 * Poisson distribution
 * Binomial distribution
 * Exponential family
 * Normal distribution
 * Mean
 * Variance
 * Chi-squared distribution
 * Degrees of freedom (statistics)
 * Parametric equation
 * Linear classifier
 * Probability distribution
 * Random variable
 * Median
 * Standard deviation
 * Probability theory