Kungani idatha yokwenziwa eyenziwe nge-AI?
Kungani inhlangano yakho kufanele icabangele ukusebenzisa idatha yokwenziwa eyenziwe nge-AI
Guqula idatha ibe inzuzo yokuncintisana
nge-AI-generated Synthetic Data
Idatha ibalulekile kunoma iyiphi inhlangano efuna ukwenza izinqumo zebhizinisi ezinolwazi. Nokho, ukuqoqa nokusebenzisa idatha yomhlaba wangempela kungase kufike nezinselelo ezifana nokukhathazeka kobumfihlo, imithetho yokuvikela idatha, nokutholakala okulinganiselwe kwedatha. Kulapho idatha yokwenziwa eyenziwe nge-AI ingena khona.
Idatha yokwenziwa yidatha edalwe ngokwenziwa uhlelo lwekhompyutha. Iklanyelwe ukulingisa izici zedatha yomhlaba wangempela kuyilapho ivikela ubumfihlo bomuntu ngamunye futhi igwema ukwephulwa kwedatha. Ngokusebenzisa idatha yokwenziwa, izinhlangano zingakhiqiza inani elicishe lilinganiselwe ledatha ukuze lihlolwe, licwaninge, futhi lihlaziywe ngaphandle kokukhathazeka ngezindaba zokuziphatha nezomthetho ezihlobene nedatha yomhlaba wangempela. Lokhu kuvumela izinhlangano ukuthi ziguqule idatha ibe inzuzo yokuncintisana ngeDatha Yokwenziwa ekhiqizwe yi-AI
Kungani inhlangano yakho kufanele icabangele ukusebenzisa idatha yokwenziwa eyenziwe nge-AI
Vula idatha nemininingwane ebalulekile
Izinhlangano namuhla ziqoqa inani elikhulu ledatha. Nokho, akuwona wonke angasetshenziswa, ngoba abucayi futhi aqukethe ulwazi lomuntu siqu. Ngenxa yalokho, le datha "ikhiyiwe" futhi ayikwazi ukusetshenziswa kalula. Lokhu kuyinselele ngoba ubuchwepheshe obuqhutshwa yidatha bulungile kuphela njengedatha engayisebenzisa. Yilapho idatha yokwenziwa eyenziwe nge-AI ingena khona.
Enye yezinzuzo eziyinhloko zokusebenzisa idatha yokwenziwa eyenziwe nge-AI ukuthi ingasiza izinhlangano bavule le datha futhi ngaleyo ndlela babe nemininingwane ebalulekile okungenzeka ukuthi abakwazanga ukufinyelela kuyo ngaphambili, kuyilapho bevikela idatha ebucayi.. Ngokwezilinganiso, kufika ku-50% wedatha ingavulwa kusetshenziswa amasu athuthukisa ubumfihlo njengokukhiqiza idatha yokwenziwa. Lokhu kuvumela lezo zinhlangano ukuba zibe ngobuhlakani futhi wehlule umncintiswano ngendlela “yedatha kuqala”.
Njengoba izinhlangano eziningi zibona inani ledatha futhi zethula isu eliqhutshwa idatha, singalindela ukubona ukwamukelwa okubanzi kanye nokukhula okusha emkhakheni we-AI nokufunda ngomshini okuxhaswe yi-AI Generated Synthetic Data.
Yedatha ye-AI izovulwa ngamasu okuthuthukisa ubumfihlo
Thola ukwethenjwa kwedijithali
Ezweni lanamuhla ledijithali, ukwethembana kubalulekile ukuze amabhizinisi aphumelele. Amakhasimende afuna ukwazi ukuthi idatha yawo yomuntu siqu iphephile futhi ivikelekile, nokuthi izinhlangano abenza nazo ibhizinisi zisobala futhi zithembekile. Enye indlela izinkampani ezingakha ngayo ukwethenjwa kwedijithali ukusebenzisa idatha yokwenziwa eyenziwe nge-AI.
Ngokusebenzisa idatha yokwenziwa, izinhlangano zingakwazi gwema ukusebenzisa ulwazi olubucayi noma lomuntu siqu kusuka kubantu bangempela, okungasiza ukwakha ukwethembana nokuvikela ubumfihlo. Kulinganiselwa ukuthi izinkampani ezizuzayo futhi ezigcina ukwethenjwa kwedijithali kumakhasimende zizoba nenzuzo engu-30% ngaphezulu. Ngokusebenzisa idatha yokwenziwa eyenziwe nge-AI, izinhlangano zingakwazi babonise ukuzibophezela kwabo ekugcinweni kwedatha nokuphepha, okungasiza ukwakha ukwethembana kumakhasimende. Ivumela lezo zinhlangano ukuthi ukunciphisa ukusetshenziswa kolwazi lomuntu siqu, ngaphandle kokuvimbela onjiniyela, ukusungula izinto ezintsha kanye nokudalwa kobuchwepheshe lokho ekugcineni kuvumela lezo zinhlangano ukuthi zenze izinzuzo zokuncintisana uma ziqhathaniswa nalezo ezingakwenzi.
Njengoba amabhizinisi eqhubeka nokuthembela kakhulu kudatha nakubuchwepheshe obuhlanganiswe nomphakathi wethu obeka ukwethenjwa kwedijithali phezulu ku-ajenda, kulindeleke ukuthi izinhlangano eziningi zibone ukubaluleka kwezinqubomgomo zedatha ezinomthwalo wemfanelo ekugcineni ukwethenjwa kwedijithali okuzoqhuba ukwamukelwa okwengeziwe kwe-AI Generated. Idatha Yokwenziwa.
Inzuzo eyengeziwe ezinkampanini eziholayo futhi gcina ukwethenjwa kwedijithali namakhasimende
Shayela ukusebenzisana kwemboni
Ezweni lanamuhla eliqhutshwa idatha, izinhlangano ziyaqonda ukuthi azikwazi ukwenza yonke into zizodwa futhi zigcizelela ukubaluleka kokusebenza ndawonye ukuze kuhlangane amandla. Ngakho-ke, lezo zinhlangano zihlala zifuna izindlela zokusebenzisana futhi zabelane ngedatha ngaphakathi noma mhlawumbe nangaphandle ukuze kuqhutshekwe nokuqanjwa kabusha futhi zithole umkhawulo wokuncintisana. Nokho, ukukhathazeka kobumfihlo nama-silo edatha angenza kube nzima ukusebenza ngedatha ebucayi yonkana iminyango, izinkampani kanye nezimboni. Kulapho idatha yokwenziwa ekhiqizwe yi-AI ingadlala indima ebalulekile.
Ngokukhiqiza idatha yokwenziwa elingisa ngokuseduze idatha yomhlaba wangempela, izinhlangano zingahlanganyela futhi zabelane ngemininingwane ngaphandle kokufaka engozini ubumfihlo nokuvikeleka kwedatha ebucayi. Lokhu kungenza kube lula ukusebenza ngedatha ezwela ubumfihlo kuyo yonke iminyango, izimboni nezinkampani ukuze kuncishiswe ubungozi futhi kunqobe ama-silo edatha. Kulindeleke ukuthi ukusetshenziswa kwezindlela zokuthuthukisa ubumfihlo kukwazi ukukhuphuka ngo-70% ekusebenzisaneni komkhakha. Lokhu kusho ukuthi ngokwamukela idatha yokwenziwa eyenziwe yi-AI kanye namasu okuthuthukisa ubumfihlo, izinhlangano zingavula amathuba amasha okubambisana kanye nokusungula izinto ezintsha, okuholela ekuthuthukisweni okusheshayo nasekusetshenzisweni kwezixazululo zobuchwepheshe.
Njengoba izinhlangano eziningi zibona ukubaluleka kokubambisana kuyo yonke iminyango, izinkampani nezimboni, singalindela ukubona ukwamukelwa okubanzi kwamasu okuthuthukisa ubumfihlo njenge-AI Generated Synthetic Data.
Ukwanda kokubambisana kwemboni kulindeleke nge ukusetshenziswa kwamathuluzi obumfihlo
Qaphela isivinini kanye nobubhanoyi
Esimweni sanamuhla sebhizinisi esisheshayo, izinhlangano kudingeka agile futhi uphendule ukuze uhlale ngaphambi komncintiswano. Kodwa-ke, imithetho eqinile yobumfihlo idinga izinqubomgomo mayelana nokusebenza nedatha yomuntu siqu, evame ukwethula ukuntenga nokuncika ezinhlanganweni. Enye indlela yokunqoba lokhu ukusebenzisa idatha yokwenziwa eyenziwe nge-AI ukuze unciphise ukusebenza ngedatha yomhlaba wangempela, engasiza izinhlangano zonge isikhathi nezisetshenziswa.
Kukuthatha isikhathi esingakanani ukuthi uthole idatha oyidingayo ukuze wakhe isixazululo sakho se-tech esifisa? Ingabe ukuba nedatha efanele ngokuvamile kuwukuncika kumaphrojekthi akho? Izigidi zamahora ahlobene ne-overhead kanye ne-bureaucracy, evela ekusebenzeni ngedatha yomhlaba wangempela, zingalondolozwa ngokusebenzisa idatha yokwenziwa. Bona ukushesha mayelana nokusebenza nedatha ingasiza izinhlangano ukuthi zisheshise ukuthuthukiswa nokusetshenziswa kwezixazululo zobuchwepheshe futhi zandise isikhathi sokuya emakethe, zinikeze umkhawulo wokuncintisana endaweni yemakethe.
Njengoba izinhlangano eziningi zibona ukubaluleka kokunciphisa ukuncika kanye ne agile Indlela yokusebenza, singalindela ukubona ukutholwa okubanzi kanye nokuqamba okusha okukhulayo emkhakheni wobuchwepheshe obuqhutshwa yidatha obunikwa amandla yi-AI Generated Synthetic Data.
Izigidi zamahora zilondoloziwe ngezinhlangano ukuthi yamukela idatha yokwenziwa
Ukujula nochwepheshe bethu
Ukuhlola ukuthi kungani izinhlangano zinquma ukusebenzisana nedatha yokwenziwa eyenziwe yi-AI
U-Gartner: "Ngo-2024, u-60% wedatha esetshenziselwa ukuthuthukiswa kwe-AI kanye namaphrojekthi we-analytics azokhiqizwa ngokuzenzakalelayo".
Idatha iyenziwe, kodwa ithimba lethu lingokoqobo!
Xhumana noSyntho futhi omunye wochwepheshe bethu uzoxhumana nawe ngesivinini sokukhanya ukuze ahlole inani ledatha yokwenziwa!
Izindleko zokuthobela ezengeziwe ezinkampanini ukuthi ukuntula ukuvikelwa kobumfihlo
Inzuzo eyengeziwe ezinkampanini eziholayo futhi gcina ukwethenjwa kwedijithali namakhasimende
Ukwanda kokubambisana kwemboni kulindeleke nge ukusetshenziswa kwamathuluzi obumfihlo
Of inani labantu sizoba idatha imithetho yobumfihlo e 2023, ikhuphuke isuka ku-10% namuhla
Of idatha yokuqeqeshwa ye-AI ngizo akhiwe ngokwenziwa by 2024
Yamakhasimende athembe umshwalense wawo ukusebenzisa idatha yabo yomuntu siqu
Yedatha ye-AI izovulwa ngamasu okuthuthukisa ubumfihlo
Of izinhlangano babe ukugcinwa kwedatha yomuntu siqu as ingozi enkulu yobumfihlo
Of izinkampani caphuna ubumfihlo njengo cha. 1 umgoqo we-AI ukuqaliswa
Of ithuluzi lokuthobela ubumfihlo kuthanda thembela ku-AI e 2023, inyuke isuka ku-5% namuhla
- Ibikezela 2021: Idatha kanye Nezibalo Zokubusa, Ukukala Nokuguqula Ibhizinisi Ledijithali: Gartner 2020
- Ukugcina Ubumfihlo Ngenkathi Usebenzisa Idatha Yakho Yokuqeqeshelwa I-AI: Gartner 2020
- Isimo Sobumfihlo Nokuvikelwa Kwedatha Yakho 2020-2022: Gartner 2020
- I-100 Data and Analytics Predictions Kuze kube ngu-2024: Gartner 2020
- Abathengisi Abapholile ku-AI Core Technologies: Gartner 2020
- I-Hype Cycle Yobumfihlo 2020: Gartner 2020
- Izindawo ezi-5 lapho i-AI izokhokhisa khona ukulungela ubumfihlo kwe-Turbo: Gartner 2019
- Amathrendi ayi-10 aphezulu we-Strategic Technology ka-2019: Gartner, 2019