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Enkola y’okutendekebwa
10 Modules / ~100 empapula
Enkola y’Omugezi
~25 Modules / ~400 empapula
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Tonda omukolo .

Okuyiga Ebyuma
( 24 Modules )

module #1
Enyanjula mu kuyiga kw’ebyuma
Okulaba okuyiga kw’ebyuma, ebika by’okuyiga kw’ebyuma, n’obukulu bw’okuyiga kw’ebyuma
module #2
Emisingi gy’okubala
Linear algebra, calculus, probability, and statistics
module #3
Data Preprocessing
Okwoza data, okugerageranya ebifaananyi, okuzza mu mbeera eya bulijjo, n’okulonda ebifaananyi
module #4
Okuyiga okulabirirwa
Okwanjula mu kuyiga okulabirirwa, okudda emabega, n’okugabanya
module #5
Linear Regression
Okudda emabega mu layini ennyangu era eziwera, omuwendo omulimu, n'okukka kwa gradient
module #6
Logistic Regression
Logistic regression, sigmoid function, n'omulimu gw'omuwendo
module #7
Emiti gy'okusalawo
Okwanjula emiti gy'okusalawo, entropy, n'okufuna amawulire
module #8
Random Ebibira
Okuyiga kw’ekibiina, ebibira ebitali bimu, n’okulongoosa hyperparameter
module #9
Support Vector Machines
Okwanjula ku SVMs, kernel trick, ne soft margin SVMs
module #10
Okuyiga okutalabirirwa
Okwanjula mu kuyiga okutalabirirwa, okukuŋŋaanya, n’okukendeeza ku bipimo
module #11
K-Kitegeeza Okukuŋŋaanya
K-kitegeeza enkola y’okukuŋŋaanya, omulimu gw’omuwendo, n’enkola ya Lloyds
module #12
Okugatta mu bibinja
Okugatta mu bibinja, okukuŋŋaanya mu bibinja n’okugabanya
module #13
Okwekenenya ebitundu ebikulu
Okwanjula ku PCA, eigenvalues, ne eigenvectors
module #14
Emisingi gy’okuyiga okw’obuziba
Okwanjula mu kuyiga okuzito, emikutu gy’obusimu, ne perceptron
module #15
Emikutu gy’obusimu egy’enkyukakyuka
Enyanjula mu CNNs , convolutional layers, and pooling layers
module #16
Recurrent Neural Networks
Okwanjula ku RNNs, LSTM, ne GRU
module #17
Okukola ku lulimi olw’obutonde
Okwanjula ku NLP, okulongoosa ebiwandiiko nga tekunnabaawo, n’okuyingiza ebigambo
module #18
Okwekenenya n’okulonda model
Metrics ez’okwekenneenya, okusukkiridde, n’obukodyo bw’okulonda model
module #19
Hyperparameter Tuning
Okwanjula mu hyperparameter tuning, okunoonya grid, n’okunoonya mu ngeri ey’ekifuulannenge
module #20
Model Deployment
Okuteeka mu nkola ebikozesebwa mu kuyiga ebyuma, okuweereza ebikozesebwa, n’okulowoozaako
module #21
Empisa n’obwenkanya mu kuyiga kw’ebyuma
Okusosola n’obwenkanya mu kuyiga kw’ebyuma, empisa, n’obwerufu
module #22
Okunoonyereza ku mbeera mu kuyiga kw’ebyuma
Real- enkozesa y’ensi yonna ey’okuyiga kw’ebyuma, okunoonyereza ku mbeera, ne pulojekiti
module #23
Emitwe egy’omulembe mu kuyiga kw’ebyuma
Emiramwa egy’omulembe mu kuyiga kw’ebyuma, omuli okuyiga okunyweza n’ebikozesebwa mu kuzaala
module #24
Okuzingako Omusomo & Okumaliriza
Okuteekateeka emitendera egiddako mu mulimu gwa Machine Learning


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