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This lecture covers the tools and models used in Next-Generation Sequencing (NGS) data analysis. It explains DNA sequencing technologies, data generation, analysis pipelines, and applications of NGS such as sequence assembly, gene expression, and variant discovery. The lecture also delves into statistical models like the Poisson model, differential gene expression analysis, and assessing model fit in NGS data.