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This lecture covers the analysis of non-linear systems in 2D, focusing on predator-prey models. It discusses the dynamics of two interacting populations, highlighting phenomena like temporal oscillations. The lecture delves into the interpretation of logistic growth models and the stability of fixed points in the phase portraits.