Obugezi obukozesebwa n’okuyiga kw’ebyuma
( 25 Modules )

module #1
Enyanjula mu magezi ag’ekikugu
Okulaba AI, ebyafaayo byayo, n’okukozesa

module #2
Emisingi gy’okuyiga kw’ebyuma
Enyanjula mu kuyiga kw’ebyuma, ebika, n’okuyiga okulabirirwa/okutalabirirwa

module #3
Okubala n’Ebibalo for ML
Linear algebra, calculus, probability, ne statistics for machine learning

module #4
Python for Machine Learning
Enyanjula mu Python, NumPy, Pandas, n'okukozesa data

module #5
Okulongoosa data nga tekunnabaawo
Data okuyonja, okugerageranya ebifaananyi, n’okulonda ebifaananyi

module #6
Okuyiga okulabirirwa
Okudda emabega, okugabanya, n’ebipimo by’okwekenneenya model

module #7
Linear Regression
Okudda emabega mu layini okwangu n’okungi, omulimu gw’omuwendo, n’okukka kwa gradient

module #8
Logistic Regression
Okugabanya mu bibiri, omulimu gw’enteekateeka, n’ensalo z’okusalawo

module #9
Emiti gy’okusalawo
Okwanjula ku miti egy’okusalawo, entropy, n’okufuna amawulire

module #10
Ebibira ebitali bimu
Okuyiga kw’ekibiina, bagging, n'ebibira ebitali bimu

module #11
Support Vector Machines
Okugabanya kwa maximum-margin, soft margin, n'akakodyo ka kernel

module #12
Okuyiga okutalabirirwa
Okugatta, okukendeeza ku dimensionality, n'okuzuula anomaly

module #13
K-Means Clustering
K-kitegeeza algorithm, centroid initialization, n'okukwatagana

module #14
Principal Component Analysis
PCA, okuggya ebifaananyi, n'okukendeeza dimensionality

module #15
Deep Learning Fundamentals
Okwanjula ku neural emikutu, perceptron, ne multilayer perceptron

module #16
Convolutional Neural Networks
CNNs, convolutional layers, n’okugabanya ebifaananyi

module #17
Recurrent Neural Networks
RNNs, LSTM, n’okukoppa ensengekera

module #18
Natural Okukola ku lulimi
Okusooka okukola ebiwandiiko, okussaamu obubonero, n’okuyingiza ebigambo

module #19
Okuyiga okukyusa
Ebikolwa ebitendekeddwa nga tebinnabaawo, okulongoosa obulungi, n’okulonda eky’okulabirako

module #20
Okwekenenya n’okulonda ekyokulabirako
Okulonda ebikozesebwa, hyperparameter tuning, and cross-validation

module #21
Okukwata Datasets ezitali za mbalansi
Obutakwatagana bwa kiraasi, okutwala sampuli ezisukkiridde, n'obukodyo bw'okutwala sampuli entono

module #22
Okuteeka mu nkola ekyokulabirako
Okuteeka mu nkola ekyokulabirako, okugatta API, n'okussa Docker containerization

module #23
Empisa n’obwenkanya bwa AI
Okuzuula obusosoze, ebipimo by’obwenkanya, n’okulowooza ku mpisa

module #24
Emitwe egy’enjawulo mu AI
Ebikolwa eby’okuzaala, enkola z’okussaayo omwoyo, ne AI ezinnyonnyolwa

module #25
Okuzingako Omusomo & Okumaliriza
Okuteekateeka emitendera egiddako mu mulimu gwa Artificial Intelligence ne Machine Learning

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Obugezi obukozesebwa n’okuyiga kw’ebyuma ( 25 Modules )

Omuyambi w’okuyiga oluliminga balina Obuwagizi bw'Eddoboozi

Obugezi obukozesebwa n’okuyiga kw’ebyuma
( 25 Modules )

Omuyambi w’okuyiga olulimi
nga balina Obuwagizi bw'Eddoboozi