Algebra Linear
( 24 Modules )

module #1
Folasaga ile Algebra Linear
Va'aiga lautele o le vasega, taua o le algebra laina, ma manatu faavae

module #2
Fa'agaioiga Vector
Fa'aopoopo, fa'atelega scalar, ma meatotino fa'avae o vectors

module #3
Avanoa Vector
Fa'amatalaga, fa'ata'ita'iga, ma meatotino o avanoa ve'a

module #4
Avanoa laiti
Fa'amatalaga, fa'ata'ita'iga, ma meatotino o va'ava'a

module #5
Span ma Fa'avae
O le umi o se seti o vectors, faavae o se vector space, ma faavae theorems

module #6
Tutoatasi Linear
Fa'amatalaga, fa'ata'ita'iga, ma su'ega mo le tuto'atasi laina

module #7
Fua ma tulaga
Fua o se vete space, tulaga o se matrix, ma sootaga i le va o latou

module #8
Fa'agaioiga o Matrix
Fa'aopoopo, fa'atelega scalar, ma fa'ateleina fa'ata

module #9
Fa'afeagai ma Fa'ai'uga o se Matrix
Fa'amatalaga, meatotino, ma fa'atatauga o le fa'afeagai ma le fa'amauina o se matrix

module #10
Suiga Linear
Fa'amatalaga, fa'ata'ita'iga, ma meatotino o suiga laina

module #11
Fa'atusa o Matrix o Suiga Linear
Fa'atusa matrix o suiga laina ma o latou meatotino

module #12
Eigenvalues ma Eigenvectors
Fa'amatalaga, fa'atatau, ma meatotino o fua fa'atatau ma fua fa'aigen

module #13
Diagonalization o Matrices
Diagonalization o matrices, diagonalisability, ma faʻaoga

module #14
Orthogonality ma Orthonormality
Fa'asologa fa'asolosolo ma fa'asologa fa'asolosolo, faiga Gram-Schmidt, ma fa'asologa fa'asolosolo

module #15
Orthogonal Matrices ma QR Decomposition
Orthogonal matrices, QR decomposition, ma faʻaoga

module #16
Faiga Linear ma Fa'agaioiga Laila
Faiga laina, fa'agaioiga o laina, ma faiga fa'ai'uga e fa'aaoga ai le Gaussian elimination

module #17
Avanoa Null ma Avanoa Column
Null space ma column space of a matrix, ma sootaga i lo latou va

module #18
Ata ma Kernel
Ata ma fatu o se suiga laina, ma sootaga i le va oi latou

module #19
Fa'apei le Tau Tasi (SVD)
Fa'amatalaga, meatotino, ma fa'aoga o le SVD

module #20
Markov Chains ma PageRank
Folasaga i filifili Markov, PageRank algorithm, ma talosaga

module #21
Fa'akomepiuta Ata ma le Algebra Linear
Fa'aogaina ole algebra laina ile ata faakomepiuta

module #22
Masini A'oa'oga ma Linear Algebra
Fa'aogaina ole algebra laina ile a'oa'oga masini

module #23
Fuainumera ma le Algebra Linear
Fa'aogaina ole algebra laina ile fuainumera

module #24
Fa'ai'uga ma Fa'ai'uga
Fuafuaina isi laasaga ile galuega ole Linear Algebra

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