The purpose of this workshop is to introduce scientists, clinicians, educators, and students to a variety of nonlinear methods for the analysis of biological time series data. Participants will learn how to use nonlinear methods to analyze real biological data by first learning about the underlying mathematics of each nonlinear method in a simple and friendly way. The workshop includes a strong practical component. Instructors will use class discussions and hands-on practice to facilitate understanding of the material covered in the lectures. Additionally, the participants will have the unique opportunity to discuss their own works/projects in individual sessions with Professor Nick Stergiou.