The process of conducting a GWAS involves collecting DNA samples from a large group of individuals. Researchers then use high-throughput technologies to analyze these samples, looking for correlations between genetic variants and the trait or disease of interest. The data is statistically analyzed to identify SNPs that show a strong association with the trait, providing insights into the genetic architecture of complex conditions like diabetes, cancer, and Alzheimer's disease.