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

A'oa'oga Fa'agaga ma Masini
( 25 Modules )

module #1
Fa'atomuaga i Fa'amatalaga Fa'amatalaga
Vaʻaiga lautele o AI, lona talafaasolopito, ma faʻaoga
module #2
Fa'avae A'oa'oga i masini
Folasaga i a'oa'oga masini, ituaiga, ma a'oa'oga va'ava'aia/le va'aia
module #3
Math ma Fuainumera mo ML
Algebra laina, calculus, avanoa, ma fuainumera mo le aoaoina o masini
module #4
Python mo le a'oa'oina o masini
Folasaga i le Python, NumPy, Pandas, ma le faʻaogaina o faʻamatalaga
module #5
Fa'asologa o Fa'amatalaga
Fa'amama fa'amaumauga, fa'avasegaina fa'apitoa, ma le filifilia o fa'amatalaga
module #6
Aoaoina Vaaia
Regression, faʻavasegaina, ma faʻataʻitaʻiga iloiloga metrics
module #7
Fa'asologa Fa'asologa
Fa'afaigofie ma tele fa'asologa laina, tau galuega, ma le fa'asolosolo fa'asolosolo
module #8
Logistic Regression
Fa'avasegaga binary, galuega fa'atatau, ma tuaoi o filifiliga
module #9
Laau Filifiliga
Folasaga i la'au filifiliga, entropy, ma fa'amatalaga maua
module #10
Vaomatua fa'afuase'i
A'oa'oga fa'atasi, ato, ma vaomatua fa'afuase'i
module #11
Lagolago Vector Machines
Fa'avasegaga pito i luga, pito vaivai, ma togafiti fatu
module #12
Aoaoga e le Vaaia
Fa'avasegaina, fa'aitiitiga fa'aitiitiga, ma su'esu'ega anomaly
module #13
K-Means Clustering
K-o lona uiga algorithm, faʻauluuluga o le centroid, ma le faʻatasi
module #14
Su'esu'ega Autu Vaega
PCA, fa'ailoga fa'apitoa, ma le fa'aitiitia o le fa'aitiitiga
module #15
Fa'avae A'oa'oga loloto
Folasaga i neural networks, perceptron, ma multilayer perceptron
module #16
Convolutional Neural Networks
CNNs, convolutional layers, ma ata fa'avasegaina
module #17
Feso'ota'iga Neural faifaipea
RNNs, LSTM, ma fa'asologa fa'asologa
module #18
Gagana Faanatura
Fa'asologa o tusitusiga, fa'ailoga, ma upu fa'apipi'i
module #19
Fa'aliliuina a'oa'oga
Fa'ata'ita'iga na a'oa'oina muamua, fa'alelei lelei, ma fa'ata'ita'iga pa manu
module #20
Fa'ata'ita'iga Iloiloga ma Filifiliga
Filifiliga faʻataʻitaʻiga, faʻaogaina o le hyperparameter, ma le faʻamaonia faʻasaga
module #21
Taulimaina o Fa'amaumauga e le paleni
Vasega le paleni, fa'ato'a fa'ata'ita'iga, ma faiga fa'aitiiti
module #22
Fa'ata'ita'iga Fa'ata'ita'iga
Fa'ata'ita'iga fa'ata'ita'iga, API tu'ufa'atasia, ma Docker containerization
module #23
AI Amiotonu ma Amiotonu
Su'esu'ega fa'aituau, fua fa'atatau, ma iloiloga fa'atatau
module #24
Mataupu Faapitoa i AI
Fa'ata'ita'iga fa'atupu, faiga fa'alogo, ma fa'amatala AI
module #25
Fa'ai'uga ma Fa'ai'uga
Fuafuaina o isi laasaga i le Artificial Intelligence ma Machine Learning matata


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