77 Gagana
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Faiga Aperenitisi
10 Modules / ~100 itulau
Faiga Fa'ataulāitu
~25 Modules / ~400 itulau
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Fausia se mea na tupu

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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