College Level Advanced Linear Algebra! Theory & Programming!
Linear Algebra (matlab - python) & Matrix Calculus For Machine Learning, Robotics, Computer Graphics, Control, & more !
4.57 (409 reviews)
6 464
students
35 hours
content
Nov 2020
last update
$16.99
regular price
What you will learn
Gain Deep Understanding Of Linear Algebra Theoretically, Conceptually & Practically.
Obtain A Very Robust Mathematical Foundation For Machine & Deep Learning, Computer Graphics, And Control Systems.
Learn How To Use Both Python And Matlab For Solving & Visualizing Linear Algebra Problems.
[Matrix Calculus] Learn How To Differentiate & Optimize Complex Equations Involving Matrices.
Learn A Lot About Data Science, Co-variance Matrices, And The PCA.
Learn About Linear Regression, The Normal Equation, And The Projection Matrix.
Learn About Singular Value Decompositions Formally & Conceptually.
Learn About Inverses And Pseudo Inverses.
Learn About Determinants And Positive Definite Matrices.
Learn How To Solve Systems Of Linear, Difference, & Differential Equations Both By Hand And Software.
Learn About Lagrange Multipliers & Taylor Expansion.
Learn About The Hessian Matrix And Its Importance In Multi-variable Calculus & Optimizations.
Learn About Complex Transformation Matrices Like The Matrix To Perform Rotation Around An Arbitrary Axis In 3D.
And Much More ! This is a 34+ hours course !
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1914608
udemy ID
15/09/2018
course created date
21/11/2019
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