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Related lectures (29)
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Distributed Forces: Calculations and Analysis
Explores the analysis of distributed forces, including calculations, replacements, reactions, and edge conditions.
Multivariate Normal Distribution
Covers the multivariate normal distribution, moment-generating function, and combinatorics.
Rotation in Two Dimensions
Explores rotational motion in two dimensions, covering angular momentum, moment of inertia, and torque.
Poisson Paradigm: Qualitative / Quantitative
Covers the Poisson Paradigm, including the First/Second Moment Method and Martingales, discussing dependency graphs and Chernoff bounds.
Common Distributions: Moments and MGFs
Covers common distributions, moment generating functions, and covariance matrices in statistics for data science.
All of probability: generating functionals and cumulants
Covers moment generating function, cumulants, Laplace transform, and Fourier transform in probability theory.
Probability Review
Introduces subgaussian and subexponential random variables, conditional expectation, and Orlicz norms.
Soft neural interfaces: Bending stiffness
Explores the bending stiffness of soft neural interfaces, including axons and penetrating probes, with ideal geometrical models and elastic modulus ranges.
Linear Models: Least Squares
Explores linear models, least squares, Gaussian vectors, and model selection methods.