Covers running bioinformatics and biotech computing reliably: Nextflow and Snakemake pipelines, containers for reproducibility, sequencing data formats (FASTQ, BAM, CRAM, VCF), HPC and cloud for genomics, sample tracking and data provenance. Also introduces GxP expectations for pipelines used in regulated biotech work.