Advanced Linear Algebra
Offered By: Academic Lesson via YouTube
Course Description
Overview
Syllabus
Linear Algebra - Least Squares Approximation - 01 - Introduction
Linear Algebra - Least Squares Approximation - 02 - Fundamental Theorem
Linear Algebra - Least Squares Approximation - 03 - Fitting data to a straight curve Part 1
Linear Algebra - Least Squares Approximation - 04 - Fitting data to a straight curve Part 2
Linear Algebra - Least Squares Approximation - 05 - Fitting data to a straight curve Part 3
Linear Algebra - Least Squares Approximation - 06 - Fitting data to a straight curve example
Linear Algebra - Least Squares Approximation - 07 - Fitting data to more general functions
Linear Algebra - Least Squares Approximation - 08 - The inverse of A transpose times A
Linear Algebra - Hamming's error correcting codes - 01 - Hamming matrices
Linear Algebra - Hamming's error correcting codes - 02 - Properties of Hamming matrices
Linear Algebra - Hamming's error correcting codes - 03 - Example
Linear Algebra - Hamming's error correcting codes - 04 - Parity bits
Topics in Linear Algebra - The Functional Calculus - 01 - Theorem and Example
Topics in Linear Algebra - The Functional Calculus - 02 - Square-root of a positive matrix
Topics in Linear Algebra - The Functional Calculus - 03 - Polynomial interpolation
Topics in Linear Algebra - The Functional Calculus - 04 - The determinant of a Van dermonde matrix
Topics in Linear Algebra - The Functional Calculus - 05 - Proof of main theorem
Affine subspaces and transformations - 01 - affine combinations
Affine subspaces and transformations - 02 - affine subspaces
Affine subspaces and transformations - 03 - affine transformations
Affine subspaces and transformations - 04 - composition of affine transformations
Stochastic maps - 01 - Conditional probabilities
Stochastic maps - 02 - Composing conditional probabilities
Stochastic maps - 03 - Products of conditional probabilities and a.e. equivalence
Stochastic maps - 04 -Bayes' theorem
Taught by
Academic Lesson
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