Ingabe ufuna isitifiketi esingcono kakhulu samahhala sokuhlaziya idatha? uma wenza kanjalo, khona-ke isitifiketi sokuhlaziywa kwedatha esiyi-10 esikuhlu kulesi sihloko yilokho okudingayo.
Isitifiketi sokuhlaziya idatha siyindlela enhle yokuthuthukisa i-resume yakho, uthuthukise umsebenzi wakho, futhi wenze amaRandi ambalwa angeziwe. Ingxenye engcono kakhulu? Awudingi ukukhokhela isitifiketi.
Kunezinsiza eziningi ezesabekayo zamahhala ezitholakalayo ku-inthanethi ezizokusiza ukuthi uthole amakhono nolwazi emkhakheni wokuhlaziya idatha; ezinye zazo futhi zinikeza izitifiketi.
Ukuhlaziywa kwedatha kuyinqubo yokuhlola amasethi edatha ukuze kufinyelelwe esiphethweni mayelana nolwazi oluqukethe, ngokwandayo ngosizo lwezinhlelo ezikhethekile nesofthiwe.
Ubuchwepheshe namasu okuhlaziya idatha asetshenziswa kakhulu ezimbonini zezentengiselwano ukuze izinhlangano zikwazi ukwenza izinqumo zebhizinisi ezinolwazi oluthe xaxa futhi ngososayensi nabacwaningi ukuze baqinisekise noma baphikise amamodeli esayensi, imibono, nemibono.
Lesi sihloko sihlinzeka ngohlu lwezitifiketi eziphezulu eziyi-10 zamahhala ongazisebenzisa ukuthuthukisa amakhono akho nomsebenzi wakho. Sifake kokubili izifundo eziku-inthanethi kanye nezomuntu ngamunye izinhlelo zezitifiketi eziku-inthanethi. Kodwa ngaphambi kokuba ugxumele kukho, ake sifunde izinto ezimbalwa.
Okuqukethwe
Uyini umehluko phakathi kwesifundo samahhala nesikhokhelwayo sokuhlaziya idatha?
Ngakho-ke, sithole ukuthi kuyini ukuhlaziya idatha. Ungathola kanjani okwengeziwe?
Ukuthatha isifundo samahhala sokuhlaziya idatha kuyindlela enhle kakhulu yokuhlola amanzi futhi unqume ukuthi ufuna ukujula yini. Kodwa-ke, kunomehluko omncane obalulekile phakathi kwezifundo zamahhala nezikhokhelwayo okufanele wazi.
Ngezansi umehluko phakathi kwesifundo sokuhlaziya idatha samahhala nesikhokhelwayo:
1. Izinga lemininingwane
Umgomo wesifundo samahhala ngokuvamile uwukunikeza umbono wezinga eliphezulu ukuze kuhlolwe ukuthi uhlelo olugcwele lufanele ukukhokhelwa yini. Izifundo ezimfushane zilungele ukuthola umbono obanzi wesifundo.
Okwamanje, uhlelo oluphelele (okungenani, oluhle!) luzokunikeza wonke amathuluzi adingekayo.
2. Ubude besifundo
Izifundo zamahhala zesitifiketi sokuhlaziya idatha (imvamisa, kodwa hhayi njalo) zifushane kakhulu ngoba zidalwe “njenge-trailer yamazwibela.”
Zingahluka ngobude ukusuka emahoreni ambalwa kuye ezinsukwini ezimbalwa zesikhathi sokufunda. Noma yini engaphezu kwalokho, futhi usungene emkhakheni wezinhlelo ezikhokhelwayo. Kuye ngobunkimbinkimbi besifundo, izifundo zingathatha isonto noma izinyanga eziningi ukuqeda.
3. Izinga lokusekela
Ukufunda ngokuziqondisa kuyisici esibalulekile sezifundo zamahhala. Phakathi naleso sikhathi, izinhlelo ezigcwele zokuhlaziya idatha ngokuvamile zizonikeza ukwesekwa okuqondisiwe ngendlela yomfundisi noma umeluleki, kanye nosizo lokufuna umsebenzi—ngokwesibonelo, ukulungiselela i-CV yomhlaziyi wedatha nokuthuthukisa iphothifoliyo yedatha. Ezinye izifundo ezibizayo namakamu okuqeqesha aqinisekisa ngisho nokuqashwa.
5. Izinga lolwazi
Izifundo zamahhala zesitifiketi sokuhlaziya idatha ngokuvamile ziqondiswe kulabo abangenalo nhlobo ulwazi. Lokhu kuhle kakhulu ekufundeni okuyisisekelo.
Nokho, uma usulungele ukuqhubekela phambili, uzodinga ukwenza umsebenzi wesikole omncane owengeziwe! Izinhlelo ezikhokhelwayo zinzima kakhulu, kodwa ngemva kokuqeda eyodwa, uzoba nawo wonke amakhono (nemininingwane) okudingayo ukuze uzibize ngomhlaziyi wedatha onekhono—futhi lokho akuyona into engenziwa isifundo samahhala.
Uhlu Lwesitifiketi Esingcono Samahhala Sokuhlaziya Idatha
Ngezansi kunohlu lwesitifiketi samahhala se-Data Analytics:
- I-Google Analytics Academy - I-Google Analytics yabaqalayo
- Isitifiketi Sochwepheshe se-IBM Data Science
- Isifundo esifushane se-Data Analytics (CareerFoundry)
- Isayensi Yedatha Yawo Wonke Umuntu (I-Datacamp)
- Funda ukwenza ikhodi yokuhlaziya idatha (OpenLearn)
- Izifundo Zesayensi Yedatha Ye-inthanethi (iYunivesithi yaseHarvard)
- Izifundo Zesayensi Yedatha Yezingeniso (Dataquest)
- I-Analytics Storytelling for Impact (edX)
- Izifundo Zesayensi Yedatha (Alison)
- Ukuhlaziya kanye Nokubona Idatha nge-Excel (edX).
10 Isitifiketi Esingcono Samahhala Sokuhlaziya Idatha Kwabaqalayo, Abaphakathi, Nabasebenzi
1. I-Google Analytics Academy - I-Google Analytics yabaqalayo
I-Google Analytics iyisevisi ye-Google yamahhala ehlaziya idatha kuwebhusayithi yakho.
Ulwazi olunikezwe i-Google Analytics luwusizo kakhulu ekunqumeni ukuthi abantu basebenzisana kanjani newebhusayithi yakho.
Ikunikeza ulwazi ngokuziphatha kwabasebenzisi kuwebhusayithi, njengokuthi imaphi amakhasi abawavakashele nokuthi isikhathi esingakanani, basukaphi (indawo), njalo njalo.
Ungakwazi ukuthuthukisa ngokushesha iwebhusayithi yakho usebenzisa lolu lwazi ukuze unikeze ulwazi olungcono lomsebenzisi.
Esinye seziqu ezidume kakhulu phakathi kochwepheshe bezentengiso yedijithali isitifiketi se-Digital Analytics Fundamentals. Lesi sifundo sifundisa okuyisisekelo sezibalo zedijithali maqondana neziteshi ezahlukahlukene zokumaketha.
Kufanele uqedele isifundo ukuze uthole isitifiketi samahhala sokuhlaziya idatha. Noma ngabe ungumdlali oyisiqalo, omaphakathi, noma othuthukile, uzothola isifundo ngeleveli yakho.
2. Isitifiketi Sochwepheshe se-IBM Data Science
I-IBM Data Science Professional Certificate iwuhlelo lwezifundo eziku-inthanethi olunikezwa i-IBM nge-Coursera ehlanganisa izifundo eziyisishiyagalolunye ze-inthanethi kanye namaphrojekthi okusebenza ngezandla ukukusiza uthuthukise amakhono akho esayensi yedatha. Le kharikhulamu yokuqeqeshwa eku-inthanethi ihlanganisa kokubili izifundo eziyisisekelo nezithuthukile zokukusiza ekubeni uchwepheshe wesayensi yedatha.
Kwabaqalayo abafuna ukufunda i-Days Analytics, i-IBM inikeza isifundo samahhala sesitifiketi sokuhlaziya idatha. Abahlanganyeli bathola isitifiketi ekupheleni kwesifundo samahhala.
3. Isifundo esifushane se-Data Analytics (CareerFoundry)
Uma ufuna isingeniso esisheshayo sokuhlaziya idatha, isitifiketi se-CareerFoundy samahhala sokuhlaziya idatha inkambo emfushane kuhle kakhulu.
Uma ubhalisa, uzokwazi ukufinyelela kumakilasi okufundisa ngemizuzu eyi-15, ngalinye ligxile esicini esihlukile senqubo yokuhlaziya idatha. Isifundo sikunikeza umbono ojwayelekile wokuhlaziya idatha futhi sikulungiselela ukuthi ujule esihlokweni uma uthanda.
Azikho izindleko ezifihliwe, ngokungafani nezifundo eziningi ezisohlwini lwethu, okwenza lokhu kube enye indlela enengcindezi ephansi yabaqalayo bephelele.
Isifundo sihlanganisa yonke into kusukela ezinhlotsheni ezahlukahlukene zezindima zokuhlaziya idatha kuya ekubuyekezweni kwamathuluzi namakhono ozodinga ukwakha uma ufuna ukuphishekela umsebenzi kulo mkhakha, futhi ungalindela ukuthola ulwazi olunzulu ngezinto eziyisisekelo. yokuhlaziya idatha.
Uma ujabulela isifundo esifushane, i-CareerFoundry iphinde inikeze uhlelo oluphelele olukhokhelwayo oluzokuthatha kusukela ekuqaleni ukuya kumhlaziyi wedatha olungele umsebenzi, konke kusekelwe Isiqinisekiso Somsebenzi We-CareerFoundry.
4. Isayensi Yedatha Yawo Wonke Umuntu (I-Datacamp)
I-DataCamp iwumhlinzeki wezifundo zenzuzo egxile ekuhlaziyeni idatha.
Nokho, imojula yabo yokuqala yesifundo se-Data Science for everyone (noma isahluko') imahhala. Igwema i-jargon yobuchwepheshe futhi ilungele labo abasanda kufunda esihlokweni.
Isifundo sihlanganisa ukuhamba komsebenzi kwesayensi yedatha futhi sichaza ukuthi iyini isayensi yedatha. Lokhu kubandakanya ukuzivocavoca okuhle kakhulu okusebenzisanayo okusiza ukubeka umongo ukuthi ukuhlaziya idatha kusetshenziswa kanjani ukuxazulula izinkinga zomhlaba wangempela. Nokho, uma usuqedile isahluko sokuqala, uzodinga ukubhalisa ukuze ufinyelele okuqukethwe okwengeziwe.
5. Funda ukwenza ikhodi yokuhlaziya idatha (OpenLearn)
Inkundla ye-OpenLearn, ehlinzekwa yi-Open University yase-UK, igcwele izihloko eziningi kusukela ku-astrophysics kuya ku-cybersecurity kanye, vele, ukuhlaziya idatha.
Izifundo eziku-OpenLearn zaziwa kakhulu ngekhwalithi yazo ephezulu, futhi eziningi zazo zimahhala. Kungani ungafundi ukubhala ikhodi uma usuwazi kahle izinto ezibalulekile?
Funda Ukwenza Ikhodi Yokuhlaziywa Kwedatha, isifundo samahhala samasonto ayisishiyagalombili sokubhala amakhodi esinikezwa i-OpenLearn, sizokunikeza ukuqonda okuphelele kwemibono eyisisekelo yokuhlela neyokuhlaziya idatha, kanye nekhono lokuthuthukisa ama-algorithms okuhlaziya alula endaweni yokuhlela. Konke lokhu kugqitshwe ngemisebenzi esebenzisanayo kanye nesitifiketi samahhala sokuphothula ekugcineni. Ibhonasi!
6. Izifundo Zesayensi Yedatha Ye-inthanethi (iYunivesithi yaseHarvard)
Wake wafisa ukuziqhayisa ngemfundo yakho yaseHarvard? Manje yithuba lakho lokugqama! Izifundo eziningi ze-Harvard University zokuhlaziya idatha zitholakala mahhala ku-EdX. Hlola izifundo ezisukela ekukhohlisweni kwedatha ukuya ekuhlehleni komugqa nokufunda komshini.
Yize lezi zifundo zifaneleka kakhulu kubantu abanolwazi oluthile lwangaphambili, zihlanganisa izihloko eziningi ezichwepheshile futhi zijula kakhulu kunezinye eziningi. izifundo zamahhala.
Ububi kuphela ukuthi abaningi babo bafuna ukuzibophezela kwesikhathi esibalulekile, njengamahora ambalwa isonto ngalinye amasonto ambalwa ngokuphambene nesifundo sokuphahlazeka emahoreni ambalwa noma izinsuku. Uma ufuna isitifiketi sokugcwalisa, kuzodingeka ukhokhe futhi.
Kodwa-ke, uma ufuna nje ukuthuthukisa amathalente akho, lokhu kuseyinketho esebenzayo.
7. Izifundo Zesayensi Yedatha Yezingeniso (Dataquest)
Banikeza ububanzi obubanzi bezandla izifundo zesayensi yesayensi futhi angomunye umhlinzeki wemfundo eqondene nedatha. Nakuba i-Dataquest inemodeli yokubhalisa yanyanga zonke, okunye okuqukethwe kwayo, njengezinkinga zokuzijwayeza, kuyatholakala mahhala.
Izifundo zihlelwa ngokusiza ngomsebenzi nezindlela zamakhono (kanye nolimi lokuhlela), okukuvumela ukuthi ugxile ekufundiseni kwakho. Nokho, uma ufuna ukufinyelela okungenazikhangiso noma isitifiketi sokuqeda, kuzodingeka ukhokhele ukubhalisa.
8. I-Analytics Storytelling for Impact (edX)
Uma unethezekile ukusebenza nge-Power BI ne-Excel, lesi sifundo sizokufundisa indlela yobuciko bokuxhumana neziphetho ezithathwe ekubukeni nasekuhlaziyeni ngesitayela. Dala izindaba ezengeza inani kuzithameli zakho futhi uhlole imiphumela.
Abeluleki baphinde banikeze iziphakamiso zokwamukela izinqubo ezihamba phambili zokupholisha imibiko yakho nokulawula igumbi ngenkathi uyiletha.
9. Izifundo Zesayensi Yedatha (Alison)
Uzothola izifundo ezihlukene zediploma kanye nezitifiketi kule webhusayithi ye-e-learning, konke kugxile ezintweni ezihlukene zesayensi yedatha nezihloko ezihlobene.
Uma ufuna ukujwayelana namatemu kanye nemiqondo ewumongo, izinhlelo zezinga lesingeniso ziyinketho efanelekile. Kubantu abanolwazi, izindawo ezifana namamodeli okuqeqesha, ukubonwa, kanye nezimayini ezinye zezinketho zokuya kuzo.
10. Ukuhlaziya kanye Nokubona Idatha nge-Excel (edX)
Lesi sitifiketi samahhala sokuhlaziya idatha sidinga ulwazi lwangaphambili lwamakhono okuhlaziya e-Excel nokusebenza nezizindalwazi noma amafayela ombhalo njengemfuneko.
Ukusuka lapho, abafundisi bazokuhola ohambweni lapho uzothola khona ubungcweti bokungenisa idatha kusuka emithonjeni ehlukahlukene, ukuyihlanganisa, nokukhiqiza amamodeli.
Izinkulumo ezilandelayo zizoqhubeza izinto ngokuhlaziya nokubona kumafayela owalungisile.
Imibuzo Evame Ukubuzwa Mayelana Nesitifiketi Sezibalo Zedatha
Yiziphi izinhlobo ze-Data Analytics?
Kunezinhlobo ezine zokuhlaziya idatha: okuchazayo, okuxilongayo, okubikezelayo, nokuchazayo. Izibalo ezichazayo ziphendula umbuzo wokuthi kwenzekeni. Izibalo zokuxilonga zizama ukuphendula ukuthi kungani kwenzekile. Izibalo eziqagelayo zisebenzisa amasu amaningi kusukela ekumbiweni kwedatha, izibalo, ukumodela, ukufunda ngomshini, nobuhlakani bokwenziwa ukuhlaziya idatha yamanje ukuze kwenziwe izibikezelo mayelana nekusasa. Ukuhlaziya okushiwoyo kuqhubekela phambili ngesinyathelo esisodwa futhi kuphakamisa inkambo ethile noma incoma isinqumo.
Kuyini Idatha Yezibalo?
Ukuhlaziywa kwedatha kuyinqubo yokuhlola amasethi edatha ukuze kufinyelelwe esiphethweni mayelana nolwazi oluqukethe, ngokwandayo ngosizo lwezinhlelo ezikhethekile nesofthiwe. Ubuchwepheshe namasu okuhlaziya idatha asetshenziswa kakhulu ezimbonini zezentengiselwano ukuze izinhlangano zikwazi ukwenza izinqumo zebhizinisi ezinolwazi oluthe xaxa futhi ngososayensi nabacwaningi ukuze baqinisekise noma baphikise amamodeli esayensi, imibono, nemibono.
Yini okufanele uyibheke esifundweni samahhala sokuhlaziya idatha?
Imisebenzi eyenziwa ngezandla ihlezi inamathela engqondweni kangcono kunokufunda nje ithiyori. Thola isifundo ngezinto ezicebile, ezihehayo. Awusifuni isifundo esinzima kakhulu kwabaqalayo, futhi akufanele sibe yijenerikhi kangangokuthi ayikusizi ngalutho. Ekugcineni, isifundo esifushane noma samahhala sokuhlaziya idatha kufanele sakhe ukuzethemba kwakho ukuze uqhubekisele phambili ukufunda kwakho.
Kungani isitifiketi sokuhlaziya Idatha?
Uma uqedela isitifiketi samahhala sokuhlaziya idatha, kukhombisa abaqashi ukuthi uthole amakhono abalulekile kule ndawo. Iphinde ikunikeze umbono ocacile wokuthi yiziphi izindawo zolwazi nobungcweti ongasebenza kuzo ngokulandelayo.
Yini ukubaluleka kwe-data Analytics?
Izibalo zingasiza ekunqumeni ukuthi kungani kwenzeke okuthile, zibikezele ukuthi kuzokwenzekani futhi zisho inkambo yesenzo efanele. Ngaphambi kokuvela kwedatha enkulu, idatha eminingi yayigcinwa kukhompuyutha ngayinye kuma-spreadsheet, amafayela ombhalo, nezizindalwazi. Inkinga ngale ndlela yokugcina ukuthi kwakunzima ukuthola umbono wesithombe esikhulu kuyo yonke idatha. Idatha enkulu ishintshe konke lokho ngokudala inqolobane emaphakathi yalo lonke ulwazi lwakho, okwenza kube lula ukusebenzisa amathuluzi okuhlaziya kudatha yakho.
Izincomo eziphezulu
- Ama-Masters angama-20 Ahamba Phambili kwisayensi yedatha online - Uhlelo Lwezikhundla
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- Izifundo Ezinhle Kakhulu Zamahhala Ze-inthanethi Zikahulumeni Nezitifiketi
- Izinhlelo ezi-10 ezihamba phambili zesitifiketi se-inthanethi eTexas.
Isiphetho sendaba
Kafushane, izinhlelo eziningi zesitifiketi sokuhlaziywa kwedatha ekhokhelwayo zivamise ukuhlinzeka ngokukhuthazayo nezinzuzo ezifanayo, futhi zimboze okuningi kokubalulekile okufanayo.
Lokho kungenxa yokuthi bancintisana nezinye izinhlelo ezifanayo.
Izifundo zamahhala zesitifiketi sokuhlaziya idatha, ngakolunye uhlangothi, zingahluka kakhulu kakhulu. Ngenxa yokuthi abaqhudelani ngemali yakho, bangabhekana nezidingo ezahlukene zabafundi. Kodwa-ke, kufanele uqinisekise ukuthi lezi zifundo zihlanganisa isihloko ofuna ukufunda ngaso. Izifundo ezimfushane kwesinye isikhathi zigxile ezihlokweni eziqondile kakhulu.
Zama ukuthola okuthandayo.