Introduces genomics and bioinformatics theory and tools to analyze large scale biological data. Specific topics covered are introduction to Linux and R statistical programming language, computations on the high performance computational cluster and cloud computing, analysis of sequencing data with applications in gene expression and protein/DNA interactions, differential expression analysis, pathway and co-expression network analysis.