This hands-on, 5-day training event is aimed at introducing 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. As this workshop aimed to prepare and train participants on performing these types of analysis in a high performance- computing environment, we used the opportunity to train participants in the usage of BioSAILs. We had preselected two online courses for the participants to attend before attending the workshops, which introduced Linux & the command line interface, as we as the R statistical language. The workshop took short introduction talks/presentations on each subject, followed by hands-on data analysis. It was organized and jointly delivered, between NYU-AD and NYU-NY. The topics covered included: