Izibalo Zezemidlalo
( 25 Amamojula )

module #1
Isingeniso ku-Sports Analytics
Ukubuka konke komkhakha wezibalo zezemidlalo, ukubaluleka kwayo, kanye nezinhlelo zokusebenza

module #2
Umlando Wezibalo Zezemidlalo
Ukuvela kwezibalo zezemidlalo, izigigaba ezibalulekile, namavulandlela kulo mkhakha

module #3
Imithombo Yedatha Ekuhlaziyweni Kwezemidlalo
Ukubuka konke kwemithombo yedatha, okuhlanganisa izibalo zomdlali neqembu, amalogi egeyimu, namamethrikhi athuthukisiwe

module #4
Ukucubungula Kwedatha Kuzibalo Zezemidlalo
Ukuhlanza, ukucubungula, nokuguqula idatha ukuze ihlaziywe

module #5
Izibalo Ezichazayo Ekuhlaziyweni Kwezemidlalo
Izibalo ezifingqiwe, ukubonwa kwedatha, nokuhlaziywa kwedatha yokuhlola

module #6
Izibalo Ezingenangqondo Kuzibalo Zezemidlalo
Ukuhlolwa kwe-hypothesis, izikhawu zokuzethemba, nokuhlaziywa kokuhlehla

module #7
Idatha Ukubona ngeso lengqondo ku-Sports Analytics
Ukuxhumana okusebenzayo kwemininingwane kusetshenziswa amathuluzi okubuka idatha namasu

module #8
I-Sports Data Scraping
i-Web scraping, ama-API, nezinye izindlela zokuqoqa idatha yezemidlalo

module #9
Ukuhlaziywa Kokusebenza Komdlali
Ukulinganisa ukusebenza komdlali kusetshenziswa amamethrikhi athuthukile namamodeli ezibalo

module #10
Ukuhlaziywa Kokusebenza Kweqembu
Ukuhlaziya ukusebenza kweqembu, okuhlanganisa amandla eshejuli namamethrikhi asebenza kahle eqembu

module #11
Ithiyori Yegeyimu kanye Nokwenza Izinqumo Zesu
Ukusebenzisa ithiyori yegeyimu izimiso zamasu ezemidlalo nokwenza izinqumo

module #12
Izibalo Zokubheja Kwezemidlalo kanye Nezibalo Zemidlalo Yamaphupho
Ukuhlaziya izimakethe zokubheja ezemidlalo nemidlalo eqanjiwe kusetshenziswa amasu okuhlaziya idatha

module #13
Izibalo Zokulimala Nokuhlola Ubungozi
Ukuhlaziya idatha yokulimala ukuze kuhlonzwe izici zobungozi nokubikezela amathuba okulimala

module #14
Ukulinganiswa Komdlali Nokuhlaziywa Kwenkontileka
Ukulinganisa inani lomdlali kusetshenziswa amamethrikhi athuthukile nokuhlaziywa kwenkontileka

module #15
Ukuhlonzwa Kwamathalenta Nokuqasha
Ukusebenzisa ukuhlaziya idatha ukuhlonza nokunxenxa ithalente eliphezulu ku ezemidlalo

module #16
Ukuhlaziywa Kwebhizinisi Lezemidlalo Nemali Engenayo
Ihlaziya ukusebenza kwebhizinisi lezemidlalo, ukusakazwa kwemali engenayo, namamethrikhi okubandakanya abalandeli

module #17
Ukuhlaziywa Kokuziphatha Kwabalandeli Nokuzibandakanya
Ukuqonda ukuziphatha kwabalandeli, imizwa, nokuzibandakanya kusetshenziswa inkundla yezokuxhumana neminye imithombo yedatha

module #18
Sports Technology and Innovation
Ubuchwepheshe obusafufusa kwezemidlalo, okuhlanganisa nemishini egqokekayo, i-AI, ne-virtual reality

module #19
Sports Analytics in Different Leagues and Sports
Izibonelo zezibalo zezemidlalo izicelo kumaligi ahlukahlukene nezemidlalo

module #20
Ukucatshangelwa Kokuziphatha Ekuhlaziyweni Kwezemidlalo
Ukubhekana nokukhathazeka kokuziphatha kanye nokuchema ekuhlaziyeni kwezemidlalo

module #21
Izindlela ZemiSebenzi Yezemidlalo Nezimfashini Zemboni
Amathuba emisebenzi kanye nokuthrendayo kwemboni ekuhlaziyeni kwezemidlalo

module #22
Ukumodela Okuthuthukisiwe Kwezibalo Kuzibalo Zezemidlalo
Ukusebenzisa amamodeli ezibalo athuthukisiwe, okuhlanganisa ukufunda ngomshini nezindlela zase-Bayesian

module #23
Ukulingisa Nokubikezela Kwezemidlalo
Ukusebenzisa amasu okulingisa nokubikezela ukubikezela imiphumela yegeyimu nokusebenza kwesizini

module #24
Ukuthuthukiswa Kwephrojekthi Yezibalo Zezemidlalo
Ukuthuthukiswa kwephrojekthi eqondiswayo, okuhlanganisa ukwakhiwa kwezinkinga, ukuqoqwa kwedatha, nokuxhumana kwemininingwane

module #25
Ukugoqwa Kwezifundo & Isiphetho
Ukuhlela izinyathelo ezilandelayo emsebenzini we-Sports Analytics

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Ngosekelo Lwezwi

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Izibalo Zezemidlalo ( 25 Amamojula )

Ukulungele ukufunda, ukwaba, nokuncintisana?

Umsizi Wokufunda UlimiNgosekelo Lwezwi

Izibalo Zezemidlalo
( 25 Amamojula )

Umsizi Wokufunda Ulimi
Ngosekelo Lwezwi