This hands-on, 5-day training workshop aimed to introduce the concepts of performing high throughput bioinformatics analysis on the NYUAD HPC (Dalma), using the workflows/pipelines developed by the Core Bioinformatics. It addressed De novo genome assembly, De novo metagenomic analysis, RNA-seq analysis, Single Cell RNAseq analysis, CHIP-seq analysis, variant detection (SNPs/Indels), and data visualization. This workshop aimed to prepare and train participants on performing these types of analysis in a high-performance- computing environment; the Bioinformatics team used this opportunity to train participants in the usage of BioSAILs. Before attending this workshop, participants completed two online courses that introduced Linux & the command line interface and the R statistical language. The workshop included short introduction talks/presentations on each subject, followed by hands-on data analysis. The Deep Sequencing Analysis Book Camp was organized and jointly delivered between NYU-AD and NYU-NY. The topics covered included: