Apr 20, 2026 From QIIME 2 to R — Visualizing Your 16S Amplicon Results Apr 08, 2026 Day 5 — From Counts to Biology: Normalization, DESeq2, DNA:RNA Ratios, and Ecological Interpretation Mar 20, 2026 Pangenome Analysis with Anvi'o: From HPC to Publication-Ready Figures Mar 11, 2026 Day 8 — From Raw Data to Paper Figures: A Complete Microbiome Stats Workflow Mar 10, 2026 Day 7 — Correlation Analysis & Mantel Test: Linking MAGs to Environment Mar 09, 2026 Day 6 — WGCNA for Microbiome Co-Abundance Networks: From Individual MAGs to Modules Mar 06, 2026 Day 5 — Multiple Regression for MAG Abundance: Linking Genomics to Environment Mar 05, 2026 Day 4 — Non-Parametric Tests for Microbiome Data: Wilcoxon, Kruskal-Wallis & Effect Sizes Mar 04, 2026 Day 3 — PERMANOVA with adonis2: Testing Real Community Differences Mar 03, 2026 Day 2 — Constrained Ordination: RDA & dbRDA for Microbiome Community Analysis Mar 02, 2026 Day 1 — Why Normal Statistics Fail for Microbiome Data (And What We Use Instead) Feb 24, 2026 Day 5: Substrate Uptake & Utilization in Size-Fractionated Estuarine Microbiomes Feb 18, 2026 10-Day Metagenome Analysis Series - Complete Summary Feb 16, 2026 Day 10: Multi-Omics Integration - Metagenomics & Metatranscriptomics Feb 14, 2026 Day 9: Visualization & Publication - Making Data Tell Stories Feb 04, 2026 Day 2: Metagenome Assembly - Reconstructing Genomes from Short Reads Jan 30, 2026 Genome-Resolved Metabolism: From Metabolic Potential to Co-Metabolism Networks