Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and diagnostics; nonparametric and nonlinear regression and ...

The basic topics covered will include: 1) the format of/working with raw sequencing data; 2) aligning reads to a reference genome ... The theory of/doing differential expression analysis. Additional ...