Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.

Basic multivariate visualization can be useful for understanding stressor correlations. Such an understanding can be helpful in dealing with issues such as confounding and collinearity that arise in ...