Dynamical systems are constructions that capture the evolution of mathematical structures over time. Modern research in the study of dynamical systems includes the exploration of questions of a purely theoretical nature, with deep connections to geometry, analysis, algebra, and number theory. Dynamical systems are also applicable across diverse fields and help in predicting behaviors and understanding complex patterns in natural and artificial systems, from epidemiology and population modeling to data science and machine learning.