Kutheni idatha eyenziwe yi-AI?
Kutheni umbutho wakho kufuneka uqwalasele ukusebenzisa idatha yokwenziwa eyenziwe yi-AI
Guqula idatha ibe yinzuzo yokhuphiswano
nge-AI-eveliswe kwi-Synthetic Data
Idatha ibalulekile kuwo nawuphi na umbutho ofuna ukwenza izigqibo zoshishino ezinolwazi. Nangona kunjalo, ukuqokelela kunye nokusetyenziswa kwedatha yelizwe lokwenyani kunokuza nemiceli mngeni efana neenkxalabo zabucala, imithetho yokhuseleko lwedatha, kunye nokufumaneka kancinci kwedatha. Kulapho idatha yokwenziwa eyenziwe nge-AI ingena khona.
Idatha yokwenziwa kwedatha yidatha eyenziwe ngokwenziwa yinkqubo yekhompyuter. Yenzelwe ukulinganisa iimpawu zedatha yelizwe lokwenyani ngelixa ukhusela ubumfihlo bomntu kwaye uphepha ukophulwa kwedatha. Ngokusebenzisa idatha yokwenziwa, imibutho inokuvelisa inani eliphantse lingenamkhawulo ledatha yokuvavanya, uphando, kunye nohlalutyo ngaphandle kokukhathazeka malunga nemiba yokuziphatha kunye nezomthetho ehambelana nedatha yehlabathi langempela. Oku kuvumela imibutho ukuba iguqule idatha ibe yinzuzo yokukhuphisana ne-AI eyenziwe ngeDatha yeSynthetic
Kutheni umbutho wakho kufuneka uqwalasele ukusebenzisa idatha yokwenziwa eyenziwe yi-AI
Vula idatha kunye nokuqonda okuxabisekileyo
Imibutho namhlanje iqokelela izixa ezikhulu zedatha. Nangona kunjalo, ayizizo zonke ezinokusetyenziswa, kuba zibuthathaka kwaye ziqulethe ulwazi lomntu. Ngenxa yoko, le datha "itshixiwe" kwaye ayinakusetyenziswa ngokulula. Oku kulucelomngeni kuba Itekhnoloji eqhutywa yidatha ilungile kuphela njengedatha enokuyisebenzisa. Kulapho idatha yokwenziwa eyenziwe yi-AI ingena khona.
Enye yeenzuzo eziphambili zokusebenzisa i-AI-generated data synthetic data kukuba inokunceda imibutho uvule le datha kwaye ngaloo ndlela ulwazi oluxabisekileyo abanokuthi bangakwazi ukufikelela kulo ngaphambili, ngelixa bekhusela idatha ebuthathaka.. Ngokoqikelelo, ukuya kuthi ga kwi-50% yedatha ingavulwa kusetyenziswa iindlela zokuphucula imfihlo ezifana nokuveliswa kwedatha yokwenziwa. Oku kuvumela loo mibutho ukuba ibe smarter kwaye wabetha ukhuphiswano kunye nendlela "yedatha kuqala".
Njengoko imibutho emininzi ibona ixabiso ledatha kwaye yazisa isicwangciso esiqhutywa yidatha, sinokulindela ukubona ukwamkelwa okubanzi kunye nokunyuka kwezinto ezintsha kwintsimi ye-AI kunye nokufunda komatshini okuxhaswe yi-AI Generated Synthetic Data.
Idata ye-AI iya kuvulwa ngobuchule bokwandiswa kwabucala
Fumana intembeko yedijithali
Kwihlabathi lanamhlanje ledijithali, ukuthembana kubalulekile ukuze amashishini aphumelele. Abathengi bafuna ukwazi ukuba idatha yabo yobuqu ikhuselekile kwaye ikhuselekile, kwaye imibutho abashishina nayo iselubala kwaye ithembekile. Enye indlela iinkampani ezinokwakha intembeko yedijithali kukusebenzisa idatha yokwenziwa eyenziwe nge-AI.
Ngokusebenzisa idatha yokwenziwa, imibutho inakho kuphephe ukusebenzisa inkcazelo entununtunu okanye yobuqu kubantu bokwenyani, nto leyo enokunceda ukwakha ukuthembana nokukhusela ubumfihlo. Kuqikelelwa ukuba iinkampani ezifumana imali kwaye zigcine intembeko yedijithali kunye nabathengi ziya kuba ne-30% yeenzuzo ezingaphezulu. Ngokusebenzisa i-AI-generated data synthetic data, imibutho inako babonise ukuzinikela kwabo kubumfihlo bedatha kunye nokhuseleko, olunokunceda ukwakha ukuthembela kubathengi. Ivumela loo mibutho ukuba ukunciphisa ukusetyenziswa kolwazi lomntu, ngaphandle kokuthintela abaphuhlisi, ukusungula izinto ezintsha kunye nokuyilwa kobuchwepheshe leyo ekugqibeleni ivumela loo mibutho ukuba idale iinzuzo ezikhuphisanayo xa kuthelekiswa naleyo ingenzi njalo.
Njengoko amashishini eqhubeka ethembela ngakumbi kwidatha nakwitekhnoloji edityaniswe noluntu lwethu olubeka intembeko yedijithali phezulu kwi-ajenda, kulindeleke ukuba imibutho emininzi ibone ukubaluleka kwemigaqo-nkqubo yedatha enoxanduva lokugcina intembeko yedijithali eya kuqhuba ukwamkelwa ngakumbi kwe-AI Eveliswayo. Idatha yokwenziwa.
Ingeniso eninzi kwiinkampani ezifumana umvuzo kunye gcina intembeko yedijithali nabathengi
Qhuba intsebenziswano kushishino
Kwihlabathi lanamhlanje eliqhutywa yidatha, imibutho iyaqonda ukuba ayinakwenza yonke into iyodwa kwaye ikrwelela ukubaluleka kokusebenza kunye ukudibanisa amandla. Ngenxa yoko, loo mibutho isoloko ikhangela iindlela zokusebenzisana kunye nokwabelana ngedatha ngaphakathi okanye mhlawumbi nangaphandle ukuqhuba ukutsha kunye nokufumana umda wokukhuphisana. Nangona kunjalo, iinkxalabo zabucala kunye ne-silos yedatha inokwenza kube nzima ukusebenza ngedatha ebuthathaka kuyo yonke indawo amasebe, iinkampani kunye namashishini. Apha kulapho idatha yokwenziwa kwe-AI inokudlala indima ephambili.
Ngokuvelisa idatha eyenziweyo elinganisa ngokusondeleyo idatha yelizwe lokwenyani, imibutho ingasebenzisana kwaye yabelane ngezimvo ngaphandle kokubeka esichengeni ubumfihlo kunye nokhuseleko lwedatha enovakalelo. Oku kunokwenza kube lula ukusebenza ngedatha eyimfihlo kumasebe onke, amashishini kunye neenkampani ukunciphisa umngcipheko kunye nokweyisa iisilo zedatha. Kulindeleke ukuba ukusetyenziswa kweendlela zokuphucula ubumfihlo kunokuqonda ukunyuka kwe-70% kwintsebenziswano yoshishino. Oku kuthetha ukuba ngokwamkela idatha eyenziwe yi-AI eyenziwe kunye neendlela zokuphucula ubumfihlo, imibutho inokuvula amathuba amatsha entsebenziswano. kunye nokutsha, okukhokelela kuphuhliso olukhawulezayo kunye nokuthunyelwa kwezisombululo zobuchwepheshe.
Njengoko imibutho emininzi ibona ixabiso lokusebenzisana kuwo onke amasebe, iinkampani kunye namashishini, sinokulindela ukubona ukwamkelwa ngokubanzi kobuchule bokuphucula ubumfihlo obunje nge-AI Eveliswe ngeDatha yoSynthetic.
Ukwandiswa kwentsebenziswano kushishino kulindeleke nge ukusetyenziswa kwezixhobo zabucala
Qonda isantya kunye nokukhawuleza
Kwimeko yeshishini lanamhlanje elikhawulezayo, imibutho kufuneka ibe agile kwaye uphendule ukuhlala uphambi kokhuphiswano. Nangona kunjalo, imimiselo engqongqo yangasese ifuna imigaqo-nkqubo malunga nokusebenza neenkcukacha zomntu, ezihlala zizisa ukudodobala kunye nokuxhomekeka kwimibutho. Enye indlela yokoyisa oku kukusebenzisa idatha yokwenziwa eyenziwe yi-AI ukuze kuncitshiswe ukusebenza neenkcukacha zehlabathi langempela, ezinokunceda imibutho igcine ixesha kunye nezixhobo.
Kuthatha ixesha elingakanani ukuba ufumane idatha oyidingayo ukwakha isisombululo sakho se-tech? Ngaba ukuba nedatha elungileyo kuhlala kuxhomekeke kwiiprojekthi zakho? Izigidi zeeyure ezinxulumene ne-overhead yangaphakathi kunye ne-bureaucracy, ephuma ekusebenzeni ngedatha yelizwe lokwenyani, inokugcinwa ngokusebenzisa idatha yokwenziwa. Qonda i-agility malunga nokusebenza ngedatha inokunceda imibutho ikhawulezise uphuhliso kunye nokuthunyelwa kwezisombululo zetekhnoloji kunye nokwandisa ixesha lokuya kwintengiso, ibanike umda wokukhuphisana kwindawo yokuthengisa.
Njengoko imibutho emininzi ikubona ukubaluleka kokunciphisa ukuxhomekeka kunye ne agile Indlela yokusebenza, sinokulindela ukubona ukwamkelwa okubanzi kunye nokwanda kokuqamba izinto ezintsha kwinkalo yetekhnoloji eqhutywa yidatha enikwa amandla yi-AI Eveliswe yiDatha yoSynthetic.
Izigidi zeeyure zigciniwe yimibutho leyo Yamkela idatha yokwenziwa
Ukuntywila nzulu kunye neengcali zethu
Ukuphonononga ukuba kutheni imibutho ithatha isigqibo sokusebenzisana ne-AI-generated data synthetic data
Gartner: "Ngo-2024, i-60% yedatha esetyenziselwa ukuphuhliswa kwe-AI kunye neeprojekthi zokuhlalutya ziya kuveliswa ngokuzenzekelayo".
Idatha yenziwe, kodwa iqela lethu liyinyani!
Nxibelelana noSyntho kwaye enye yeengcali zethu iya kunxibelelana nawe ngesantya sokukhanya ukuphonononga ixabiso ledatha eyenziweyo!
Iindleko zokuthobela ezongezelelekileyo kwiinkampani ukuba ukuswela ukhuseleko lwabucala
Ingeniso eninzi kwiinkampani ezifumana umvuzo kunye gcina intembeko yedijithali nabathengi
Ukwandiswa kwentsebenziswano kushishino kulindeleke nge ukusetyenziswa kwezixhobo zabucala
Of labantu siza Kubane idata imimiselo yabucala kwi 2023, ukusuka kwi-10% namhlanje
Of idatha yoqeqesho lwe-AI Iya kuba yenziwe ngokwenziwa yi 2024
Yabathengi bayayithemba i-inshurensi yabo ukusebenzisa idatha yabo yobuqu
Idata ye-AI iya kuvulwa ngobuchule bokwandiswa kwabucala
Yemibutho iye ukugcinwa kwedatha yomntu as umngcipheko omkhulu wabucala
Iinkampani zibalula ubumfihlo njenge no. Isithintelo esi-1 se-AI ukuqaliswa
Of isixhobo sokuthobela ubumfihlo ngeke thembele kwi-AI Kwi2023, ukusuka kwi-5% namhlanje
- Uqikelelo ngo-2021: IiNkcukacha zeDatha kunye noHlalutyo lweSicwangciso sokuLawula, ukulinganisa kunye nokuguqula iShishini leDijithali: iGartner 2020
- Ukugcina ubumfihlo ngelixa usebenzisa iDatha yoBuntu kuQeqesho lwe-AI: Gartner 2020
- Imeko yoBucala kunye noKhuseleko lweDatha yoBuqu 2020-2022: Gartner 2020
- I-100 yedatha kunye ne-Analytics Predictions ngokusebenzisa i-2024: iGartner 2020
- Abathengisi abapholileyo kwi-AI Core Technologies: Gartner 2020
- Umjikelo weHype kuBucala 2020: Gartner 2020
- IiNdawo ezi-5 apho i-AI iya kuTurbo ukuLungela uBucala: Gartner 2019
- IiNdlela ezili-10 eziPhezulu zeTekhnoloji yoBuchule ngo-2019: Gartner, 2019