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Applications of Linear Algebra
Professional Certificate programs are series of courses designed by industry leaders and top universities to build and enhance critical professional skills needed to succeed in todays most in-demand fields.
Free
This Course Includes
edx
0 (0 reviews )
2 months at 5 - 6 hours per week
english
Online - Self Paced
professional certificate
The Georgia Institute of Technology
About Applications of Linear Algebra
GTx's Applications of Linear Algebra Professional Certificate
Linear Algebra III: Determinants and Eigenvalues
Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD
Job Outlook
What You Will Learn?
- Model and solve real-world problems using Markov chains, determinants, dynamical systems, and Google Page Rank..
- Construct the singular value decomposition (SVD) of a matrix and apply the SVD to estimate the rank and condition number of a matrix, construct a basis for the four fundamental spaces of a matrix, and construct a spectral decomposition of a matrix..
- Apply the iterative Gram Schmidt Process and the QR decomposition to construct an orthogonal basis of a subspace..
- Apply least-squares and multiple regression to construct a linear model from a data set..
- Apply eigenvalues and eigenvectors to solve optimization problems that are subject to distance and orthogonality constraints..