College Level Linear Algebra! Theory And Practice !
Ditulis pada: September 19, 2018
Coupon Details
College Level Linear Algebra! Theory And Practice !, Theoretical & Practical Linear Algebra For Machine Learning, Computer Graphics, Control Systems, Robotics , and more !
Created by Ahmed Fathy Hagar
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What Will I 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 !
