Linear Algebra for machine learning and Data science.
Linear Algebra prerequisite for Machine Learning, Computer Science, Data Science, Big Data. Master matrix Algebra
3.79 (7 reviews)
76
students
7.5 hours
content
Nov 2021
last update
$39.99
regular price
What you will learn
Classification of matrices
Matrix algebra like addition, subtraction and multiplication
Trace of matrix,transpose of matrix
symmetric and skew symmetric matrix
Real and complex matrices
Orthogonal matrix
Determinant of Matrix: Minors, Cofactors of matrix
Invertible and non Invertible matrix
Inverse of matrix: adjoint of matrix
Finding the Rank of matrices
Row Echlon form
Relation between Rank and vectors of matrix
Linearly independant and dependant vectors
Vector space: Dimension, Basis, Span and Nullity
Solving simultaneous system of linear Equations
Homogeneous and non homogeneous system of equation
Eigen values and their carrosponding Eigen vectors
Properties of eigen values and eigen vector
cayley hamilton theorem
Screenshots
3981964
udemy ID
4/14/2021
course created date
4/18/2021
course indexed date
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