Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Metabolic Modeling ExercisesCovers exercises on genome-scale metabolic models, including FBA and TFA analysis, as well as modeling kinetics.
Spectral Estimation MethodsExplores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.