Quoting from http://www.ncbi.nlm.nih.gov/About/primer/pharm.html, Pharmacogenomics studies the inherited variations in genes that are related to drug response and explores the ways that these variations can be used to predict whether a patient will have a good response, a bad response, or no response to a drug. In this course we will discuss various kinds of data that can now be obtained and various kinds of computational analysis of these data so that one can study the impact of drugs on people with specific genome profiles, and one can design individualized drugs and therapies. The types of data that we will explore include data from high throughput screening experiments about SiRNA, microarray data and SNPs data.