Applied Linear Algebra free videos and free material uploaded by Indian Institute of Technology, chennai (IIT chennai). This session contains about Applied Linear Algebra Updated syllabus , Lecture notes , videos , MCQ , Privious Question papers and Toppers Training Provided Training of this course. If Material not uploaded check another subject
Week 1: Vectors and vector spaces
Week 2:Linear maps I: Definition, Spaces associated with a map, Matrices
Week 3:Linear maps II: Invertible linear maps, Elementary row/columnoperations, Solving linear equations, Quotient space
Week 4:Linear maps III: Four fundamental spaces, Rank of a matrix, Determinants, Change of basis
Week 5:Eigenvalues and eigenvectors of linear operators
Week 6: Applications of eigenvalues
Week 7: Inner product spaces
Week 8:Projection and least squares
Week 9:Adjoint of linear maps and operators
Week 10:Self-adjoint and normal operators
Week 11:Positive operators, isometries
Week 12:Polar and singular value decompositions
Introduce the fundamentals of vector spaces, inner products, linear transformations, and eigenspaces to electrical engineering students. INTENDED AUDIENCE :Senior level Undergraduate and First year Postgraduate/PhDPREREQUISITES : Basic Calculus, Should have done a basic (or a first) course in Linear AlgebraINDUSTRIES SUPPORT :Communications, Artificial Intelligence, Analytics
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