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Course Information

Course Name
Turkish Lineer Cebir ve Uygulamaları
English Linear Algebra and Applications
Course Code
MAT 281E Credit Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester -
3 3 - -
Course Language English
Course Coordinator İbrahim Papila
Course Objectives To Teach solution methods of linear equation systems
To provide the ability to use vector space and subspace concepts in practice
To provide students with the ability to use linear algebra knowledge in solving engineering problems
To make a strong foundatıon for Machıne Learnıng
Course Description Matrices and Linear Equation Systems,
Vector Spaces, Subspace, Linear Independence, Base and Dimension
Determinants, Exchange of Bases, Row Space and Column Space, Orthogonality, Orthogonal Subspace, Orthonormal Basis
Eigenvalues and Eigenvectors, Diagonalization
Sıngular Value Decomposıtıonö Prıncıpal component analysıs
Introductıon to Machıne Learnıng
Course Outcomes
Pre-requisite(s) Assignments require Python programming (There will be introduction to python sessions TBD)
Required Facilities
Other
Textbook Introduction to Linear algebra, by Gilbert Strang
Linear Algebra & It's application, by Gilbert Gtrang
Other References
 
 
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