lectures.alex.balgavy.eu

Lecture notes from university.
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      1 = Linear Algebra =
      2 If you need help with any of the topics, check out [[https://www.youtube.com/user/patrickJMT|PatrickJMT on Youtube]]. He has some of the best math videos on the internet.
      3 
      4 - [[/introduction#Introduction|Introduction]]
      5     - [[/introduction#Introduction#Linear Equations|Linear Equations]]
      6     - [[/introduction#Introduction#Matrix notation|Matrix notation]]
      7     - [[/introduction#Introduction#Reducing a matrix|Reducing a matrix]]
      8     - [[/introduction#Introduction#Vectors|Vectors]]
      9 - [[/solution-sets-of-linear-systems#Solution sets of linear systems|Solution sets of linear systems]]
     10     - [[/solution-sets-of-linear-systems#Solution sets of linear systems#Homogeneous linear systems|Homogeneous linear systems]]
     11     - [[/solution-sets-of-linear-systems#Solution sets of linear systems#Parametric vector form|Parametric vector form]]
     12     - [[/solution-sets-of-linear-systems#Solution sets of linear systems#Linear independence|Linear independence]]
     13 - [[/linear-transformations#Linear transformations|Linear transformations]]
     14 - [[/matrix-operations#Matrix operations|Matrix operations]]
     15     - [[/matrix-operations#Matrix operations#Sums and scalar multiples|Sums and scalar multiples]]
     16     - [[/matrix-operations#Matrix operations#Powers of a matrix|Powers of a matrix]]
     17     - [[/matrix-operations#Matrix operations#Transpose of a matrix|Transpose of a matrix]]
     18     - [[/matrix-operations#Matrix operations#Inverse of a matrix|Inverse of a matrix]]
     19     - [[/matrix-operations#Matrix operations#Elementary matrices|Elementary matrices]]
     20 - [[/applications-to-computer-graphics#Applications to computer graphics|Applications to computer graphics]]
     21     - [[/applications-to-computer-graphics#Applications to computer graphics#Homogeneous coordinates|Homogeneous coordinates]]
     22         - [[/applications-to-computer-graphics#Applications to computer graphics#Homogeneous coordinates#2D|2D]]
     23         - [[/applications-to-computer-graphics#Applications to computer graphics#Homogeneous coordinates#3D|3D]]
     24     - [[/applications-to-computer-graphics#Applications to computer graphics#Composite transformations|Composite transformations]]
     25     - [[/applications-to-computer-graphics#Applications to computer graphics#Perspective projections|Perspective projections]]
     26 - [[/vector-spaces#Vector spaces|Vector spaces]]
     27     - [[/vector-spaces#Vector spaces#Column space and null space of a matrix|Column space and null space of a matrix]]
     28     - [[/vector-spaces#Vector spaces#Basis for a subspace|Basis for a subspace]]
     29     - [[/vector-spaces#Vector spaces#Coordinates|Coordinates]]
     30     - [[/vector-spaces#Vector spaces#Dimension of a subspace|Dimension of a subspace]]
     31 - [[/eigenvectors-eigenvalues#Eigenvectors & eigenvalues|Eigenvectors & eigenvalues]]
     32     - [[/eigenvectors-eigenvalues#Eigenvectors & eigenvalues#Determinant|Determinant]]
     33     - [[/eigenvectors-eigenvalues#Eigenvectors & eigenvalues#Similarity|Similarity]]
     34     - [[/eigenvectors-eigenvalues#Eigenvectors & eigenvalues#Diagonalization|Diagonalization]]
     35 - [[/orthogonality-least-squares#Orthogonality & least squares|Orthogonality & least squares]]
     36     - [[/orthogonality-least-squares#Orthogonality & least squares#Inner (dot) product & uses|Inner (dot) product & uses]]
     37         - [[/orthogonality-least-squares#Orthogonality & least squares#Inner (dot) product & uses#Length of a vector|Length of a vector]]
     38         - [[/orthogonality-least-squares#Orthogonality & least squares#Inner (dot) product & uses#Distance between vectors|Distance between vectors]]
     39     - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal complement|Orthogonal complement]]
     40     - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal sets|Orthogonal sets]]
     41     - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal projections|Orthogonal projections]]
     42         - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal projections#Orthogonal decomposition|Orthogonal decomposition]]
     43         - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal projections#Best approximation|Best approximation]]
     44         - [[/orthogonality-least-squares#Orthogonality & least squares#Orthogonal projections#When basis for W is an orthonormal set|When basis for W is an orthonormal set]]
     45     - [[/orthogonality-least-squares#Orthogonality & least squares#Gram-Schmidt process|Gram-Schmidt process]]
     46         - [[/orthogonality-least-squares#Orthogonality & least squares#Gram-Schmidt process#QR factorization|QR factorization]]
     47     - [[/orthogonality-least-squares#Orthogonality & least squares#Least-squares problems|Least-squares problems]]
     48 - [[/symmetric-matrices#Symmetric matrices|Symmetric matrices]]
     49     - [[/symmetric-matrices#Symmetric matrices#Diagonalization of symmetric matrices|Diagonalization of symmetric matrices]]
     50     - [[/symmetric-matrices#Symmetric matrices#Singular value decomposition|Singular value decomposition]]