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Applied Calculus and Linear Algebra

Faculty of ScienceMathematics
Credits3
·
Semester offeredSemester 1 (Fall)
·
Last updated3 months ago

Description

Linear algebra in real coordinate space: eigenvalues and diagonalization, applications; orthogonality, Gram-Schmidt process, orthogonal projection; spectral theorem for symmetric matrices; singular value decomposition; positive definite matrices. Multivariable calculus: partial derivatives; linear and quadratic approximation; directional derivatives and gradient; classification of extreme values; constrained optimization. Examples and applications in data science.

Course outline
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MATH206 has possible credit equivalents including MATH221 at Korea University.

CourseUniversityQwest Score
MATH221
Linear Algebra I and Practice (English Lecture)
Korea University74
MATH222
Linear Algebra II and Practice (English Lecture) T Excluding Mathematics Department
Korea University74
MATH 513
Linear Algebra
University of Michigan74
MATH4022
Introduction to Linear Algebra II
National Taiwan University74
MATH0045
Calculus and Linear Algebra
University College London74