(in terms of e-textbook pages)

(2nd part, presented by M.Füllsack)

Equation-based versus agent-based modeling

Introductory overview

Cellular automata in two dimensions

Stability analysis with Python

Computation (information on how to install Python)

Critical transitions, with Python

Early Warning Signals, with Python

Critical transitions, with Python

Early Warning Signals, with Python

The Lyapunov exponent with Python

Diversity (Analyzing the Lake Michigan Food Web Model ...)

Data analytics: Machine learning

Systems theory (Information, Observation ...)

Unsupervised artificial neural networks

Summary and review