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

Saienisi Fa'amatalaga
( 24 Modules )

module #1
Fa'atomuaga i Fa'amatalaga Fa'asaienisi
Aotelega o faʻamatalaga faasaienisi, taua, ma faʻaoga
module #2
Fa'asologa Fa'asaienisi Fa'amatalaga
Malamalama i le faagasologa o faʻamatalaga faasaienisi: faʻamatalaga faʻafitauli, aoina o faʻamaumauga, faʻamamaina, auʻiliʻili, ma faʻaaliga
module #3
Python mo Fa'asaienisi Fa'amatalaga
Folasaga i le Python programming language ma ona faletusi mo faʻamatalaga faasaienisi (NumPy, Pandas, ma isi)
module #4
Fa'asologa o Fa'amatalaga
Taulimaina o mea taua o lo'o misi, fa'avasegaina o fa'amaumauga, fa'avasegaina o foliga, ma le suiga o fa'amaumauga
module #5
Fa'amatalaga Va'aiga
Folasaga i faʻamatalaga faʻamatalaga e faʻaaoga ai Matplotlib ma Seaborn
module #6
Fa'amatalaga Fa'amaumauga
Fua o le faʻatonuga tutotonu, fesuiaiga, ma le tufatufaina o faʻamatalaga
module #7
Fuainumera Faamauina
Su'ega fa'atatau, taimi fa'atuatuaina, ma tau-p
module #8
Su'esu'ega Fa'aletonu
Fa'ata'ita'iga fa'asolosolo faigofie ma fa'atele, manatu fa'aletonu, ma iloiloga fa'ata'ita'iga
module #9
Feature Engineering
Filifiliga faʻapitoa, faʻapipiʻiina, ma faiga faʻavae
module #10
Aoaoina Vaaia
Fa'atomuaga i a'oa'oga va'ava'aia, fa'avasegaina, ma le toe fa'afo'i
module #11
Aoaoga e le Vaaia
Fa'atomuaga ile a'oa'oga e le'i va'aia, fa'avasegaina, ma le fa'aitiitiga fa'aitiitiga
module #12
Fa'ata'ita'iga Iloiloga
Fuafuaga mo le iloiloina o faʻataʻitaʻiga faʻataʻitaʻiga, faʻaogaina, ma le faʻaogaina
module #13
Laau Fa'ai'uga ma Vaomatua Fa'afuase'i
Folasaga i la'au fa'ai'uga ma togavao fa'afuase'i, tulaga lelei, ma tapula'a
module #14
Lagolago Vector Machines
Fa'atomuaga e lagolago ai masini ve'a, togafiti fatu, ma ituaiga SVM
module #15
Neural Networks
Folasaga i neural networks, perceptron, ma multilayer perceptron
module #16
Aoaoga loloto
Fa'atomuaga i a'oa'oga loloto, feso'ota'iga neural convolutional, ma feso'ota'iga neural faifaipea
module #17
Gagana Faanatura
Fa'atomuaga i le fa'agaioiina o le gagana fa'anatura, fa'asologa o tusitusiga, ma le fa'atusaina o tusitusiga
module #18
Big Data ma NoSQL Databases
Fa'atomuaga i fa'amaumauga tetele, Hadoop ecosystem, ma NoSQL databases
module #19
Fa'amatalaga Fa'amatalaga
Feso'ota'iga lelei o fa'amatalaga ma taunu'uga e fa'aaoga ai fa'amatalaga fa'amatalaga ma tala fa'asolopito
module #20
Fa'amatalaga Saienisi Meafaigaluega ma Tekinolosi
Fa'atomuaga i meafaigāluega fa'asaienisi fa'amatalaga ma tekonolosi, Jupyter Notebooks, ma Git
module #21
Tulaga Su'esu'ega 1: Su'esu'ega Fa'aletonu
Fa'aaogā su'esu'ega fa'afouga i se fa'afitauli moni o le lalolagi
module #22
Tulaga Suesue 2: Fa'avasegaga
Fa'aaogā metotia fa'avasegaga i se fa'afitauli moni o le lalolagi
module #23
Tulaga Suesuega 3: Fa'avasegaina
Fa'aogaina o metotia fa'apipi'i i se fa'afitauli moni o le lalolagi
module #24
Fa'ai'uga ma Fa'ai'uga
Fuafua isi laasaga ile galuega Fa'asaienisi Fa'amatalaga


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