Satyam B - VideoAndMovie

Singular value decomposition(SVD)

56:20

Singular value decomposition(SVD)

Nature of quadratic forms

26:05

Nature of quadratic forms

Reduction of quadratic form to canonical form by orthogonal transformation

39:46

Reduction of quadratic form to canonical form by orthogonal transformation

Quadratic forms and positive definite matrices

50:59

Quadratic forms and positive definite matrices

Jordan Canonical Form

40:56

Jordan Canonical Form

Diagonalization of a matrix

48:38

Diagonalization of a matrix

Cayley-Hamilton theorem and its applications

42:54

Cayley-Hamilton theorem and its applications

Eigen values of special matrices

43:01

Eigen values of special matrices

Properties of eigen values

45:41

Properties of eigen values

Eigen values and eigen vectors

41:03

Eigen values and eigen vectors

QR factorization of a matrix

48:16

QR factorization of a matrix

Gram-Schmidt process

51:41

Gram-Schmidt process

Orthonormal set of vectors

48:46

Orthonormal set of vectors

Projection onto a Subspace

43:35

Projection onto a Subspace

Least square fitting of data

32:11

Least square fitting of data

Least squares approximations

24:26

Least squares approximations

Projection on a Vector

32:23

Projection on a Vector

Orthogonality

41:28

Orthogonality

Norm of a Vector and Angle between two Vectors

41:23

Norm of a Vector and Angle between two Vectors

Inner Product on a Vector Space

46:35

Inner Product on a Vector Space

Four Fundamental Subspaces of a Matrix

51:43

Four Fundamental Subspaces of a Matrix

Solving System of Non-Homogeneous Linear Equations

44:47

Solving System of Non-Homogeneous Linear Equations

Solving System of Homogeneous Linear Equations

39:51

Solving System of Homogeneous Linear Equations

Rank of a Matrix

29:58

Rank of a Matrix

Row Reduced Echelon Form

29:23

Row Reduced Echelon Form

Elementary and Permutation Matrices

32:16

Elementary and Permutation Matrices

Inverse of a matrix

16:55

Inverse of a matrix

Complex matrices

45:11

Complex matrices

Four ways of multiplying matrices

32:29

Four ways of multiplying matrices

Algebra of Matrices

29:03

Algebra of Matrices