Data science

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Mayelana nalolu hlelo lokusebenza

I-Data Science uhlelo lokusebenza lwemfundo oluhlelekile lwabafundi, abaqalayo, abaphothule iziqu kanye nochwepheshe abafuna ukuqonda isayensi yedatha ngendlela ecacile nehlelekile. Iletha imiqondo ebalulekile, izincazelo ezisebenzayo kanye nokufunda okusekelwe esihlokweni kusisetshenziswa esisodwa esilula sokufunda esiphathwayo.

FUNDA ISAYENSI YEDATHA ISINYATHELO NESINYATHELO

Isayensi yedatha ihlanganisa ukuhlaziywa kwedatha, izibalo, izinhlelo kanye nokuxazulula izinkinga ukusiza abantu baqonde ulwazi futhi benze izinqumo ezingcono. Lolu hlelo lokusebenza lwethula isihloko kancane kancane, luqala ngemibono eyisisekelo futhi luqhubekela ezindleleni zokuhlaziya, imiqondo yamathuba, izihloko ezisekelwe ku-Python kanye nezicelo ezisebenzayo.

Izifundo zihlelwe ngendlela elula ukuze ukwazi ukufunda umqondo owodwa ngesikhathi. Kungakhathaliseki ukuthi uqala inkambo yesayensi yedatha, ubuyekeza izimiso ezibalulekile noma uhlola umsebenzi wesosayensi wedatha, uhlelo lokusebenza lukusiza ukwakha isisekelo somqondo esiqinile.

LOKHO ONGAKUFUNDA

Uhlelo lokusebenza luhlanganisa okuqukethwe kwezemfundo okuhlobene nalokhu:

• Izisekelo nezinqubo zesayensi yedatha
• Imiqondo nezindlela zokuhlaziya idatha
• Ukwakhiwa kwesayensi yedatha kanye nokusebenza komsebenzi
• Imisebenzi kanye nemithwalo yemfanelo yososayensi wedatha
• Umehluko ovamile phakathi kwemiqondo ehlobene
• Imiqondo yokuhlela esetshenziswa kwisayensi yedatha
• Izihloko zokuhlaziya idatha ezisekelwe ku-Python
• Ukumelwa kwesithombe sedatha
• Izilinganiso zokuthambekela okuphakathi kanye nokwehluka
• Ukusatshalaliswa kwamathuba kanye nezibalo
• Ubudlelwano bokuhlobana kanye nezibalo
• Imiqondo yezibalo ehlobene ne-hypothesis
• Izinhlelo zokusebenza zesayensi yedatha emikhakheni ehlukene

Abaqalayo bangaqala ngezincazelo kanye nezincazelo zesingeniso, kuyilapho abafundi abanolwazi oluyisisekelo bangasebenzisa uhlelo lokusebenza ukubuyekeza kanye nokuqinisa umqondo.

I-PYTHON NEZEZIBALO

I-Python ivame ukusetshenziswa ekusebenzeni ngedatha, kuyilapho izibalo zinikeza isisekelo sokuqonda amaphethini, ukwehluka kanye nobudlelwano. Uhlelo lokusebenza luhlanganisa izinto ezisiza abasebenzisi ukuthi bajwayelane ne-Python efundwa njalo kanye nemibono yezibalo.

Hlola izihloko ezihlobene nedatha yegrafu, izilinganiso, ukwehluka, ukusatshalaliswa kwamathuba, ukuhlobana kanye nokuhlolwa kwezibalo. Inhloso ukuchaza ukuthi le mibono isho ukuthini nokuthi ixhumana kanjani nokuhlaziywa kwedatha.

IZICI ZOKUSEBENZA

• Izifundo ezihlelekile ngokwesihloko
• Izincazelo ezicacile nezinobungane nabaqalayo
• Ukuzulazula okulula kokufunda okukhululekile
• Inketho yokusesha yokuthola izihloko ngokushesha
• Ukumaka noma ukwesekwa okuthandayo
• Okuqukethwe okufanele ukufunda nokubuyekeza
• Izibuyekezo zesayensi yedatha ezijwayelekile uma zitholakala
• Ulwazi lokufunda olunobungane neselula

UBANI ONGASEBENZISA LOLU HLELO LOKUSEBENZA?

Lolu hlelo lokusebenza lufanele abafundi besikole nabasekolishi, abafundi besayensi yekhompyutha kanye ne-IT, abafundi be-BCA, BSc, BTech, BE, MCA kanye ne-MSc, abaqalayo abafunda ukuhlaziya idatha, abazongenela ukuhlolwa noma izingxoxo, ochwepheshe abasebenzayo kanye nanoma ubani onentshisekelo kwisayensi yedatha.

KUNGANI KUFANELE USEBENZISE ISAYENSI YEDATHA?

Ukufunda isayensi yedatha kudinga ukujwayelana nezindawo eziningana ezixhunyiwe. Esikhundleni sokusesha amanothi ahlakazekile, lolu hlelo lokusebenza luveza izinto zokufunda eziyisisekelo ngefomethi yeselula ehlelekile. Lusebenzisele izifundo zasekilasini, izifundo eziku-inthanethi, imisebenzi, izivivinyo, ukulungiselela ingxoxo noma ukufunda okuzimele.

Funda ngejubane lakho, phinda ubuyekeze imiqondo ebalulekile bese ulondoloza izingxenye eziwusizo ukuze ubuyekeze kamuva. Isakhiwo esifushane senza kube lula ukuqhubeka nokufunda ngesikhathi sezifundo ezimfushane futhi uthuthukise kancane kancane ukuqonda kwakho.

Landa i-Data Science bese uqala ukufunda ukuhlaziywa kwedatha, i-Python, izibalo, amathuba kanye nemibono yesayensi yedatha ebalulekile kuhlelo lokusebenza olulodwa lwemfundo ehlelekile.

ISIVIVINYO

Lolu hlelo lokusebenza luyinsiza yemfundo neyokubhekisela ezimele. Aluxhumene noma aluvunyelwe yinoma iyiphi inyuvesi, umhlinzeki wezitifiketi, umqashi noma inkampani yezobuchwepheshe. Ukuze uthole izifundo ezisemthethweni, izivivinyo kanye nomsebenzi wobungcweti, bheka izincwadi zamanje, izinto ezisemthethweni zezifundo kanye nemibhalo yobuchwepheshe eqinisekisiwe.

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