Sayansi wa Data
( 24 Modules )

module #1
Okwanjula mu Sayansi wa Data
Okulaba ssaayansi wa data, obukulu, n'okukozesa

module #2
Enkola ya Sayansi wa Data
Okutegeera enkola ya ssaayansi wa data:okunnyonnyola ebizibu, okukung'aanya data, okuyonja, okwekenneenya, n'okulaba

module #3
Python for Data Science
Okwanjula olulimi lwa pulogulaamu za Python n’amaterekero gaalwo aga ssaayansi wa data (NumPy, Pandas, n’ebirala)

module #4
Data Preprocessing
Okukwata emiwendo egibula, okuzza data mu mbeera eya bulijjo, okugerageranya ebifaananyi, ne data enkyukakyuka

module #5
Okulaba Data
Okwanjula mu kulaba data nga tukozesa Matplotlib ne Seaborn

module #6
Ebibalo ebinnyonnyola
Ebipimo by’omuze ogw’omu makkati, enkyukakyuka, n’okusaasaana kwa data

module #7
Emiwendo egy’okuteebereza
Endowooza okugezesa, ebiseera eby’obwesige, n’emiwendo gya p

module #8
Okwekenenya okudda emabega
Okudda emabega okw’ennyiriri okwangu n’okungi, okuteebereza okudda emabega, n’okwekenneenya ekyokulabirako

module #9
Feature Engineering
Okulonda ebifaananyi, okuggyamu, n’obukodyo bw’okutonda

module #10
Okuyiga okulabirirwa
Okwanjula okuyiga okulabirirwa, okugabanya, n'okudda emabega

module #11
Okuyiga okutalabirirwa
Okwanjula okuyiga okulabirirwa, okukuŋŋaanya, n'okukendeeza ku bipimo

module #12
Model Evaluation
Metrics for okwekenneenya enkola y’ekyokulabirako, okusukkiridde, n’okukwatagana obutono

module #13
Emiti egy’okusalawo n’ebibira ebitali bimu
Okwanjula ku miti egy’okusalawo n’ebibira ebitali bimu, ebirungi, n’obuzibu

module #14
Support Vector Machines
Enyanjula ku kuwagira ebyuma bya vector, kernel trick, and SVM types

module #15
Neural Networks
Okwanjula ku mikutu gy’obusimu, perceptron, ne multilayer perceptron

module #16
Okuyiga okuzito
Okwanjula mu kuyiga okuzito, emikutu gy’obusimu egy’okukyusakyusa, n’emikutu gy’obusimu egy’okuddamu

module #17
Okukola ku lulimi olw'obutonde
Okwanjula mu nkola y'olulimi olw'obutonde, okukola ebiwandiiko nga tebinnabaawo, n'okukiikirira ebiwandiiko

module #18
Big Data ne NoSQL Databases
Okwanjula mu big data, Hadoop ecosystem, ne NoSQL databases

module #19
Okunyumya Emboozi za Data
Empuliziganya ennungi ey’okutegeera n’ebivuddemu nga tukozesa okulaba data n’okunyumya emboozi

module #20
Ebikozesebwa ne Tekinologiya wa Sayansi wa Data
Okwanjula ebikozesebwa ne tekinologiya wa ssaayansi wa data, Jupyter Notebooks, ne Git

module #21
Okunoonyereza ku mbeera 1:Okwekenenya okudda emabega
Okukozesa okwekenneenya okudda emabega ku kizibu eky’ensi entuufu

module #22
Okunoonyereza ku mbeera 2:Okugabanya
Okukozesa obukodyo bw’okugabanya ku kizibu eky’ensi entuufu

module #23
Okunoonyereza ku mbeera 3:Okugatta
Okukozesa obukodyo bw’okukuŋŋaanya mu bibinja ku kizibu eky’ensi entuufu

module #24
Okuzingako Omusomo & Okumaliriza
Okuteekateeka emitendera egiddako mu mulimu gwa Data Science

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Sayansi wa Data ( 24 Modules )

Mwetegefu okuyiga, okugabana, n'okuvuganya?

Omuyambi w’okuyiga oluliminga balina Obuwagizi bw'Eddoboozi

Sayansi wa Data
( 24 Modules )

Omuyambi w’okuyiga olulimi
nga balina Obuwagizi bw'Eddoboozi