Stochastic Analysis & Epidemic Containment Models

Covers classical models of epidemic spreading and dynamics on networks with examples.

Supervised Learning with kNN: Regression Model

Covers a simple mathematical model for supervised learning with k-nearest neighbors in regression.

Explores the dynamics and control of waterborne diseases, emphasizing fair water distribution and disease evolution.

COVID-19 Outbreak: Epidemiology and Mitigation

Explores the COVID-19 outbreak, its terminology, transmission, severity, and global impact, emphasizing the importance of mitigation strategies and digital epidemiology.

Transcritical Bifurcation: SIS Epidemics

Explores transcritical bifurcation in SIS epidemics, analyzing mathematical equations and system dynamics.