Calculate Z-Score and plot heatmaps

Z-score is a measure for how values deviates from the mean in a given population. Calculating z-score is a handy way to standardize, or normalize data. This kind of normalization is frequently used in gene expression studies to visualize heat maps of differential expressed genes.