Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha
( 24 Amamojula )

module #1
Isingeniso Sokwenziwa Kwezinqumo Okuqhutshwa Yidatha
Ukuchaza izinqumo eziqhutshwa yidatha, ukubaluleka kwako, kanye nezinzuzo

module #2
Ukuqonda Inqubo Yokwenza Izinqumo
Uhlolojikelele lwenqubo yokwenza izinqumo nalapho idatha ingena khona.

module #3
Izisekelo Zokufunda Ngedatha
Imiqondo eyisisekelo yokuhlaziywa kwedatha, okuhlanganisa izinhlobo zedatha, okuguquguqukayo, kanye nekhwalithi yedatha

module #4
Ukusebenza Ngedatha
Okwenziwa ngesandla ngedatha, okuhlanganisa ukuhlanzwa kwedatha, ukukhohlisa, kanye nokubona

module #5
Izinto Ezibalulekile Zokubonwa Kwedatha
Izindlela ezihamba phambili zokudala ukubonwa kwedatha okusebenzayo

module #6
Izibalo Ezichazayo Nokuhlaziywa Kwedatha
Ukubala nokuhumusha izibalo zesifinyezo, okuhlanganisa incazelo, i-median, nokuchezuka okujwayelekile

module #7
Izibalo Ezingaguquki Nokuhlola Okucatshangelwayo
Isethulo sezibalo ezingaguquki, okuhlanganisa ukuhlolwa kwe-hypothesis nezikhawu zokuzithemba

module #8
I-Data Mining and Machine Learning Basics
Uhlolojikelele lwemiqondo yokumbiwa kwedatha nemishini yokufunda, okuhlanganisa ukufunda okugadiwe nokungagadiwe

module #9
I-Predictive Modeling
Ukwakha nokuhumusha amamodeli aqagelayo, okuhlanganisa ukuhlehla kanye nezihlahla zesinqumo

module #10
Ukuxoxa Ngezindaba Zedatha Nokuxhumana
Ukuxhumana ngokuphumelelayo nemininingwane nemiphumela kubabambiqhaza

module #11
Idatha Enkulu kanye Nolwazi Lolwazi lwe-NoSQL
Ukwethulwa kwedatha enkulu, i-Hadoop, kanye nezingosi zolwazi ze-NoSQL

module #12
Amathuluzi Nezinsizakalo Ezisekelwe Kumafu
Uhlolojikelele lwamathuluzi edatha asekelwe emafini namasevisi, ahlanganisa i-AWS, i-Google Cloud, ne-Azure

module #13
Ukuphathwa Kwedatha Nezimiso Zokuziphatha
Izindlela ezihamba phambili zokuphatha idatha, izimiso zokuziphatha, nokuhambisana

module #14
Indaba:Ukuhlaziya Idatha Yekhasimende
Ukuhlaziywa kwezandla kwedatha yekhasimende ukushayela izinqumo zebhizinisi

module #15
Indaba: Ukuthuthukisa Ukusebenza Ngedatha
Ukusebenzisa idatha ukuze kuthuthukiswe ukusebenza kwebhizinisi nokuthuthukisa ukusebenza kahle

module #16
Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha Ngokusebenza
Izibonelo zomhlaba wangempela zokuthatha izinqumo eziqhutshwa idatha ezimbonini ezihlukahlukene

module #17
Ukwakha a Culture-Driven Culture
Amasu okuthuthukisa isiko eliqhutshwa idatha ngaphakathi kwenhlangano

module #18
Ukunqoba Izithiyo Zokwenziwa Kwezinqumo Eziqhutshwa Idatha
Ukubhekana nezinselele ezivamile kanye nezithiyo ekuthathweni kwezinqumo okuqhutshwa idatha

module #19
Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha Enkathini Yedijithali
Indima yokwenza izinqumo eziqhutshwa idatha ekuguqulweni kwedijithali kwebhizinisi

module #20
Amathrendi Asafufusa Ekuthathweni Kwezinqumo Okuqhutshwa Yidatha
Ukuhlola ubuchwepheshe obusha nezindlela kudatha -ukwenziwa kwezinqumo okuqhutshwayo

module #21
Imikhuba Engcono Kakhulu Yekhwalithi Nokuphathwa Kwedatha
Ukuqinisekisa ikhwalithi yedatha nokusebenzisa amasu okuphatha idatha asebenzayo

module #22
Amasu Okubona Kwedatha Okuthuthukisiwe
Ukusebenzisa ukubonwa okusebenzisanayo nokushintshayo ukuze kukhulunywe izindaba ezisebenza ngempumelelo.

module #23
Ukufunda Komshini Kwabasebenzisi Bebhizinisi
Ukusebenzisa imiqondo yokufunda komshini ezinkingeni zebhizinisi ngaphandle kokudinga ubuchwepheshe obujulile

module #24
Ukugoqwa Kwezifundo & Isiphetho
Ukuhlela izinyathelo ezilandelayo emsebenzini Wokwenza Izinqumo Oqhutshwa Yidatha

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Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha ( 24 Amamojula )

Umsizi Wokufunda UlimiNgosekelo Lwezwi

Ukwenziwa Kwezinqumo Okuqhutshwa Yidatha
( 24 Amamojula )

Umsizi Wokufunda Ulimi
Ngosekelo Lwezwi