User:Ansa211/Books/Machine Learning

Machine Learning and Statistics

 * Numerical mathematics
 * GNU Octave
 * Generalized inverse
 * Gradient descent


 * Statistics
 * Bias of an estimator
 * Maximum likelihood
 * Data transformation (statistics)


 * Linear regression
 * Regression analysis
 * Linear regression
 * Mean squared error
 * Least squares
 * Ordinary least squares


 * Logistic regression
 * Sigmoid function
 * Logistic function
 * Logistic regression
 * Conjugate gradient method
 * BFGS method
 * Limited-memory BFGS