UofU Data Science
Probability and Statistics: Central Limit Theorem and Statistical Estimation - Lecture 13
Master fundamental statistical concepts including Central Limit Theorem, estimation methods, bias analysis, and statistical efficiency principles for robust data analysis and interpretation.
YouTube1 hour 20 minutesSelf-pacedFree video
UofU Data Science
Probability and Statistics: A Comprehensive Review - Lecture 18
Master essential probability and statistics concepts, from basic probability and random variables to hypothesis testing and confidence intervals in this comprehensive semester review.
YouTube1 hour 51 minutesSelf-pacedFree video
Centre International de Rencontres Mathématiques
Weak Limits for Entropic Optimal Transport - Part II
Explore weak limits for entropic optimal transport, covering parametric cases, duality, proofs, and connections to improved CLT and convex optimization.
YouTube1 hour 1 minuteSelf-pacedFree video
Hausdorff Center for Mathematics
Counting Lattice Points in Ellipsoids and the Central Limit Theorem for Quadratic Forms
Delve into advanced mathematical concepts exploring lattice point counting in ellipsoids, error bounds, and their connection to probability theory's central limit theorem.
YouTube48 minutesSelf-pacedFree video