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 include an introduction to denoising 16S rRNA gene sequencing data, a live-coding session using the open-source R package DADA2, and integration and management of microbiome experiment data using the open-source R package Phyloseq.