Image Processing in FijiCovers the basics of image processing using Fiji software, focusing on managing files and applying filters.
Neural Networks ConvergenceExplores neural networks convergence through parameter fitting and alternating regret, with a focus on the NeurIPS 2023 event at EPFL.
Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Spectral Estimation MethodsExplores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.
Programming for EngineersIntroduces a programming course for engineers, emphasizing the importance of mastering multiple languages for future projects.
Monitoring with Icinga2Explores the monitoring of a new VM and the use of Icinga2 for critical alerts and incident management.
Metabolic Modeling ExercisesCovers exercises on genome-scale metabolic models, including FBA and TFA analysis, as well as modeling kinetics.
