Courses
- Selected Topics in Statistics and Optimization (60001) תקציר הקורס:
- Introduction To Probability (90911) תקציר הקורס:
Abstract:
The course gives the mathematical knowledge in basic concepts in probability and statistics, topics in Linear Algebra (eigenspaces of a matrix, matrix decompositions, SVD) and Optimization (convex f?unctions, Linear and non-Linear optimizations, Lagrange's method and KKT)Abstract:
Basic concepts in probability theory: sample space, elementary theorems, combinatorial calculations, conditional probability and independence, random discrete variables, expected value and variance, special random variables,
multivariate variables, central limit theorem. Basic concepts in statistics: statistical estimation and testing, confidence intervals.