Programming for EngineersIntroduces a programming course for engineers, emphasizing the importance of mastering multiple languages for future projects.
Metabolic Modeling ExercisesCovers exercises on genome-scale metabolic models, including FBA and TFA analysis, as well as modeling kinetics.
Van der Pol OscillatorExplores the Van der Pol oscillator, its dynamic equations, and phase plane representation.
Numerical Integration MethodsExplores numerical integration methods and their application in solving differential equations and simulating physical systems.
Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Macrofinance Models AnalysisCovers macroeconomic models incorporating financial markets, analyzing financial decisions, macroeconomic events, and policy responses.
Spectral Estimation MethodsExplores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.
