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Linear Algebra MATH-3215
Week 1: Introduction to Matrices. Vectors and system of linear equations.
Week 1: Introduction to Matrices. Vectors and system of linear equations.
Introduction to Matrices. Vectors and system of linear equations.
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chapter-1.pdf (1.73 MB )
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Course Material
Week 1: Introduction to Matrices. Vectors and system of linear equations.
Week 2: Solving system of linear equations using Gaussian Elimination Method, Gauss Jordan Method.
Week3: Inversion method in matrices, methods to calculate inverse of the given matrix.
Week 4: Introduction to Determinents. Determinents by Cofactor Expansions Evaluation Determinents by row reduction.
Week 5: Properties and Applications of Determinents. Area and Volume of triangle and parallelogram.
Week 6: Introduction to Vector Space and Subspace. Norm, distance, Dot product, Cross product.
Week 7: Vector in 2-dimensional, 3-dimensional and n-dimensional space. Row space, Column space and Null space.
Week 8: Linear Combination, Linearly Dependent and Independent vectors. Basis and dimensions of a vector space.
Week 9: Mid Term Exam
Week 10: Eigen values and Eigen vectors, Diagonalization.
Week 11: Rank, nullity and the fundamental matrix spaces.
Week 12: Orthogonal Bases and Gram Schmidt Ortho normalization Process.
Week 13: Complex vectors and matrices, Complex numbers. Unitary and Hermitian matrices.
Week 14: Markov Matrices, Linear Algebra for functions.
Week 15: Symmetric Matrices, Positive Definite Matrices, Singular Value Decomposition.
Week 16: Inner product spaces.
Week 17: Applications of Matrices in Engineering, Graphs, Networks.
Week 18: Final Term Exam.
Chapters
18
Department
CS & IT
Teacher
Bisma Kazmi