Apr 04, 2025  
2024-2025 UNDERGRADUATE CATALOG 
    
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2024-2025 UNDERGRADUATE CATALOG [ARCHIVED CATALOG]

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MATH 2422 - Linear Algebra & Multivariable Calculus with Applications

Credits: 4 Class: 4 Lab: 0
Prerequisite(s): Grade of C or higher in either MATH 2421  or MATH 2402 .
This course will provide students with the mathematical foundations for advanced statistical methods, data modeling, and analysis of large data sets. Multi-dimensional problems, including partial differentiation, gradient, and directional derivative, Taylor series, maxima, minima and saddle points, Lagrange multipliers, multidimensional integration, change of variables. Systems of linear equations, vectors, linear independence, matrices, determinants, scalar and vector product applications. Matrices, eigenvalues, eigenvectors, and diagonalization. Examples from statistics and data science will be used to illustrate application of the methods. Computational software will be used throughout this course.


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