Amathuluzi okubikezela ubuhlakani bokwenziwa (AI) kanye nezixazululo zezibalo ezibikezelayo angamanye amathuluzi amakhulu kakhulu atholakala kuzo zonke izinhlangano ezinosayizi, ahlinzeka ngemininingwane yesikhathi esizayo. Ayingxenye yenkambu enkulu yokuhlaziywa kwedatha futhi ahlonze amaphethini awusizo ekuthathweni kwezinqumo.
Ku-e-commerce, amathuluzi okubikezela kwe-AI angasetshenziswa ukuhlaziya idatha yekhasimende, kuyilapho izimboni zokumaketha nezomshwalense zingayisebenzisa ukuhlaziya izilinganiso zezikweletu futhi zihlonze imisebenzi yokukhwabanisa. Lezi izimboni ezimbalwa kweziningi ezishintshwa amathuluzi okubikezela i-AI.
Nakhu ukubuka kwamathuluzi ayi-9 angcono kakhulu okubikezela i-AI emakethe:
1. SAP Analytics Cloud
SAP ingenye yezinkampani ezinkulu zama-software zamazwe ngamazwe. Inkundla yayo yangaphambilini yezibalo, i-SAP Ukuqagela Ukuhlaziya, ifakwe esigabeni esikhulu senkampani se-Cloud Analytics.
Inkundla entsha isebenza ku-AI futhi isetshenziselwa ukuhlela okuthuthukisiwe kwebhizinisi nokubikezela, futhi ingasebenza kuwo wonke amadivayisi. Iyakhula kalula, okusho ukuthi izinhlangano zabo bonke osayizi zingayisebenzisa. Ngezibalo ezithuthukisiwe, inkampani ingasebenzisa i-NLP ukuze ithole imininingwane kudatha enkulu, kuyilapho ukufunda ngomshini kwenza ukugeleza komsebenzi ngokuzenzakalela ukuze kuhlonzwe ubudlelwano namaphethini.
Nazi ezinye zezicelo ze-SAP:
- Imayini yedatha
- Izibalo zokubikezela
- Izibalo ezithuthukisiwe
- Ukubikezela
- Ubuhlakani bebhizinisi
2. I-SAS Advanced Analytics
Enye inkampani yesoftware yamazwe ngamazwe, i-SAS inikeza isofthiwe yokuhlaziya elinganiselwe kakhulu. I-SAS Advanced Analytics iyisudi eliphelele lamathuluzi ezibalo ezibikezelayo.
Ingenza idatha ibe lula ngokumbiwa kwedatha ngaphambi kokudlulela ekufanisweni kwedatha, futhi inikeza ukuhlaziywa kwezibalo. I-SAS Advanced Analytics iphinda isebenzisa amathuluzi okubikezela ukuze ikhiqize ngokuzenzakalelayo amamodeli wamathuba azayo.
Nazi ezinye zezicelo ze-SAS:
- Ukuhlaziya umbhalo
- Ukuhlaziywa kwesitatimende
- Ukubikezela
- Ukuhlaziywa kokubikezela
3. I-Alteryx
U-Alteryx ungumholi we-Gartner Magic Quadrant kudatha isayensi nokufunda ngomshini. Umkhiqizo wayo ophezulu inkundla ye-APA, okuyinqubo yokuhlaziya ezishintshayo ehlanganisa isayensi yedatha nokuhlaziya okubikezelayo.
I-Alteryx ihloselwe okungewona amakhodi, ehlinzeka ngamakhulu “amabhulokhi wokwakha” ezishintshayo, futhi ingaphendula idatha enkulu ibe imininingwane esiza enqubweni yokwenza izinqumo. Futhi iyithuluzi elihle lokusebenzisana, elivumela amaqembu ukuthi abelane ngemininingwane.
Nazi ezinye zezicelo ze-Alteryx:
- Idatha yesayensi
- Izibalo zebhizinisi
- Idatha engahlelekile
- Ukuhlaziywa kwemizwa
4. I-RapidMiner
I-RapidMiner ingelinye lamathuluzi aphezulu okubikezela kwe-AI. Inkundla yokuhlaziya idatha ekugcineni ukuya ekupheleni, i-RapidMiner isebenzisa imodeli yedatha nokufunda komshini ukuze inikeze ukuhlaziya okubikezela okuningiliziwe.
Inkundla isebenzisa isixhumi esibonakalayo sokuhudula bese uphonsa, futhi inomtapo wezincwadi wama-algorithms angaphezu kuka-1,500 ongasetshenziswa kudatha. Ibuye ibe namandla ithuluzi lokubuka idatha, okukuvumela ukuthi ubone imiphumela yesikhathi esizayo yezinqumo zebhizinisi.
Nazi ezinye zezicelo ze-RapidMiner:
- Ukumodela idatha
- Ukubona idatha
- Ama-algorithm wokufunda ngomshini
5. I-IBM SPSS
I-SPSS iyisisombululo se-IBM sezibalo kanye nensizakalo yomkhiqizo, futhi igxile ekuhlaziyeni izibalo okuthuthukile. Amamojula ayo amabili yi-SPSS Statistics kanye ne-SPSS Modeler. Okwangaphambili kwenza ukuhlaziya okubikezelwayo ngokuhlanganisa ukuhlaziywa kwe-ad hoc, ukuhlolwa kwe-hypothesis, nokuhlaziywa kwe-geospatial.
I-SPSS Modeler ivuleke kakhulu, futhi ishintsha ukuhlaziya okubikezelayo kube yizithombe ezibukwayo, okukwenza ukwazi ukuhlonza amaphethini nokudidayo kudatha.
Nazi ezinye zezicelo ze-IBM SPSS:
- Ukuhlaziywa kwesitatimende
- Ukumodela idatha
- Okubonwayo
6. Umlilo we-TIBCO
I-TIBCO Spotfire isebenzisa amathuluzi amaningi ukuze isebenze kumasethi amakhulu edatha, futhi iyithuluzi elisebenziseka kalula lawo wonke umuntu. Ngokubikezela kokuchofoza okukodwa, inikeza izindlela ezihlelwe ngaphambilini zokuhlukanisa nokuhlanganisa idatha.
I-TIBCO Spotfire iphinde ibonise ubudlelwano futhi yenza izibikezelo, kanye nokudala ukubonwa kwedatha okuwusizo.
Nazi ezinye zezicelo ze-TIBCO Spotfire:
- Izibalo zokubikezela
- Ukubona idatha
- Ukubikezela
- Ukuhlukanisa nokuhlanganisa
7. H2O.ai
Inkundla enomthombo ovulekile, i-H2O.ai inikeza amathuluzi amaningi obuhlakani bebhizinisi athembele ku-AI nokufunda komshini (ML). I-H2O Driverless AI ihloselwe ososayensi bemininingwane, kuyilapho i-H2O AutoML ihloselwe abantu okungebona abezobuchwepheshe. Iphinde inikeze izifanekiso ezahlukene zezimboni ezihlukahlukene.
Nazi ezinye zezimboni ezifanele kakhulu i-H2O.ai:
- Enterprise
- ukuqala
- Marketing
- Ezezimali
- Insurance
- Ukunakekela impilo
8. iWebFOCUS
I-Information Builders (ibi) inikeza inkundla yokuhlaziya ye-WebFOCUS, okuyithuluzi lokuzisiza wena. Ingafinyelelwa yinoma ngubani ngesiphequluli sewebhu, futhi iqukethe imininingwane eminingi. Ngeplathifomu, ungakwazi ukuqapha futhi ulandelele ama-KPI ahlukene, futhi inikeza amadeshibhodi asebenzayo awusizo. Amanye amathuluzi ayo okuhlaziya ahlanganisa izixazululo zokunakekelwa kwempilo, ezezimali, ukudayisa, kanye nempahla, futhi inkundla ivumelana nezimo ngokwedlulele, okuyinzuzo ezinkampanini ezincane ezifuna ukukhula.
Nazi ezinye zezinhlelo zokusebenza ze-ibi WebFOCUS:
- Ukusebenzisana kwethimba
- Ukuqapha kwe-KPI
- Amadeshibhodi asebenzisanayo
9. Emcien
Ithuluzi lokugcina ohlwini lwethu i-Emcien, enenkundla ebizwa ngokuthi i-EmcienPatterns eyakhelwe ezinjinini ezimbili. Injini yokuhlaziya isebenzisa idatha ukuze ihlonze amaphethini ngaphambi kokuyidlulisela enjinini ye-Prediction.
Enjinini ye-Prediction, ukuthathwa kwezinqumo kwenziwa ngokuqhubekayo, kanye nemininingwane engenzeka ibuyekezwa ngesikhathi sangempela. Kubandakanya ukubonwa kwedatha nokuhlaziywa kwegrafu, futhi kunikeza izibikezelo ezinesisindo nezikolo zokufana. I-Emcien iyakwazi ukuphatha idatha engahlelekile nedatha engcolile ngaphandle kokudinga ukulungiswa.
Nazi ezinye zezicelo ze-Emcien:
- Ukwenza isinqumbo
- Ukugcinwa kwamakhasimende
- Ukulethwa ngesikhathi
- Ukubukwa kwedatha nokuhlaziywa kwegrafu
Nakuba abaholi abaningi bebhizinisi bengase bacabange ukuthi badinga inani elikhulu lemali noma ithimba elihlome kahle lososayensi bedatha ukuze basebenzise lawa mathuluzi, lokhu akunjalo ngaso sonke isikhathi. Kunamathuluzi amaningi emakethe angasiza ibhizinisi ukuthi liqhutshwa ubuchwepheshe futhi lilungele ikusasa le-AI.
Lawa mathuluzi angu-9 angcono kakhulu okubikezela i-AI angukhiye kunoma iyiphi inhlangano enosayizi efuna ukuyisa amakhono ayo edatha ezingeni elilandelayo.
shiya impendulo