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MAT 281E
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Course Information
Course Weekly Lecture Plan
Course Evaluation Criteria
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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