variance, simple linear regression, multiple linear regression and diagnostics, extensions to multiple linear regression models …

process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k …-nearest neighbors (kNN) -- The naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets … -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics …