This was a talk given as part of the UC-CCHMC introductory workshop covering the basics of microbial metagenomic sequence data processing and statistical analysis. Topics covered in this talk include an introduction to challenging features of microbiome data, overview of library size normalization, concepts of alpha- and beta-diversity, and a hands-on tutorial of microbiome data analysis approaches using R.