Spectral Estimation MethodsExplores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.
Image Processing in FijiCovers the basics of image processing using Fiji software, focusing on managing files and applying filters.
Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Introduction to Data ScienceIntroduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.
Turbulence: Numerical Flow SimulationExplores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.
Total scattering and PDF analysisExplores total scattering and PDF analysis in materials science, covering in-situ synthesis, data analysis techniques, and applications in host-guest systems.
Neurophysiological Data AnalysisExplores neurophysiological data analysis, covering AP identification, firing rates, subthreshold activity, FFT spectral analysis, and event-triggered analysis using MATLAB.
Waves in Inhomogeneous MediumExplores waves in inhomogeneous media, covering initial and boundary conditions, numerical stability, eigen modes, and propagation principles.
Quantum ChemistryCovers eigenvalues, eigenfunctions, Hermitian operators, and the measurement of observables in quantum chemistry.
Introduction to LabVIEWCovers the basics of LabVIEW, including its importance, history, functions, and tools available.