Genomic data analysis involves the examination of DNA sequences to identify genetic variations associated with specific diseases. Techniques such as whole-genome sequencing, exome sequencing, and gene expression profiling are commonly used. These methods enable researchers to pinpoint mutations, gene expression levels, and other genetic markers that may influence disease development and progression.