Izixhobo zokuqikelela ubukrelekrele (AI) kunye nezisombululo zokuhlalutya okuxelwe kwangaphambili zezinye zezona zixhobo zibalaseleyo ezifumanekayo kuyo yonke imibutho enobungakanani, ebonelela ngemibono kwixesha elizayo. Ziyinxalenye yenkalo enkulu yohlalutyo lwedatha kwaye zichonge iipateni eziluncedo ekwenzeni izigqibo.
Kwi-e-commerce, izixhobo ze-AI zokubikezela zingasetyenziselwa ukuhlalutya idatha yabathengi, ngelixa ukuthengisa kunye namashishini omshuwalense angayisebenzisa ukuhlalutya ukulinganisa kwamatyala kunye nokuchonga imisebenzi yobuqhetseba. Ezi zimbalwa kumashishini amaninzi ahlaziywayo zizixhobo zokuqikelela ze-AI.
Nalu ujongo kwi-9 yezona zixhobo zibalaseleyo zokuqikelela i-AI kwimarike:
1. Ilifu leSAP Analytics
SAP yenye yeenkampani ezinkulu zesoftware yezizwe ngezizwe. Iqonga layo langaphambili lokuhlalutya, i-SAP Uhlalutyo lokuQikelela, ifakwe kwiqonga elikhulu le-Cloud Analytics yenkampani.
Iqonga elitsha lisebenza kwi-AI kwaye lisetyenziselwa ukucwangciswa kweshishini eliphuculweyo kunye nokuxela kwangaphambili, kwaye inokusebenza kuzo zonke izixhobo. Kulula ukukala, okuthetha ukuba imibutho yabo bonke ubungakanani inokuyisebenzisa. Ngohlalutyo olongeziweyo, inkampani inokusebenzisa i-NLP ukufumana ulwazi kwidatha enkulu, ngelixa ukufundwa komatshini kuzenza ngokuzenzekelayo ukuhamba komsebenzi ukuchonga ubudlelwane kunye neepateni.
Nazi ezinye zezicelo zeSAP:
- Imayini yedatha
- Uhlalutyo lweengqikelelo
- Uhlalutyo olongeziweyo
- Ukubikezela
- Ubukrelekrele kweshishini
2. Uhlalutyo oluPhezulu lwe-SAS
Enye inkampani yesoftware yezizwe ngezizwe, i-SAS ibonelela ngesoftware ekumgangatho ophezulu. I-SAS Advanced Analytics yisuti epheleleyo yezixhobo zokuhlalutya kwangaphambili.
Iyakwazi ukwenza lula idatha ngokusebenzisa i-data mining ngaphambi kokuba uqhubele phambili kwimodeli yedatha, kwaye inika uhlalutyo lwamanani. I-SAS Advanced Analytics ikwasebenzisa izixhobo zokuqikelela ukuvelisa ngokuzenzekelayo iimodeli ezinokwenzeka kwixesha elizayo.
Nazi ezinye zezicelo ze-SAS:
- Uhlalutyo lwesicatshulwa
- Uhlalutyo lwesatisatisti
- Ukubikezela
- Uhlalutyo lwengqikelelo
3. I-alteryx
I-Alteryx yiNkokeli yeGartner Magic Quadrant kwidatha isayensi kunye nokufunda koomatshini. Imveliso yayo ephezulu yi-platform ye-APA, eyinkqubo yokuhlalutya i-automation edibanisa isayensi yedatha kunye ne-predictive analytics.
I-Alteryx ijolise kwii-non-coders, inikezela ngamakhulu e-automation "iibhloko zokwakha," kwaye inokuguqula idatha enkulu kwiimbono ezinceda kwinkqubo yokwenza izigqibo. Ikwasisixhobo esihle sokusebenzisana, esenza amaqela abelane ngezimvo.
Nazi ezinye zezicelo zeAlteryx:
- I nzu lulwazi
- Uhlalutyo lweshishini
- Idatha engamiselwanga
- Uhlalutyo lweemvakalelo
4. RapidMiner
I-RapidMiner yenye yezona zixhobo eziphezulu ze-AI zokubikezela. Iqonga lokuhlalutya idatha yokuphela kokuphela, i-RapidMiner isebenzisa imodeli yedatha kunye nokufunda komatshini ukubonelela ngohlalutyo olucacileyo lokuxela kwangaphambili.
Iqonga lisebenzisa i-interface yokutsala kunye nokulahla, kwaye inethala leencwadi elingaphezu kwe-1,500 ye-algorithms enokusetyenziswa kwidatha. Ikwayinto eyomeleleyo isixhobo sokubonwa kwedatha, ikuvumela ukuba ubone iziphumo zexesha elizayo zezigqibo zeshishini.
Nazi ezinye zezicelo ze-RapidMiner:
- Ukwenziwa kwedatha
- Ukujonga idatha
- Ubuchule bokufunda ngomatshini
5. IBS SPSS
I-SPSS sisisombululo se-IBM samanani kunye nenkonzo yemveliso, kwaye igxile kuhlalutyo oluphambili lwamanani. Iimodyuli zayo ezimbini zi-SPSS Statistics kunye ne-SPSS Modeler. Eyangaphambili yenza uhlalutyo lokuxela kwangaphambili ngokudibanisa uhlalutyo lwe-ad hoc, uvavanyo lwe-hypothesis, kunye nohlalutyo lwe-geospatial.
IModeli ye-SPSS ivuleleke ngakumbi, kwaye ijika uhlalutyo lokuxela kwangaphambili lube yimifanekiso ebonwayo, ekuvumela ukuba uchonge iipateni kunye nokungaqhelekanga kwidatha.
Nazi ezinye zezicelo ze-IBM SPSS:
- Uhlalutyo lwesatisatisti
- Ukwenziwa kwedatha
- Imibono
6. Umlilo weTIBCO
I-TIBCO Spotfire isebenzisa izixhobo ezininzi ukusebenza kwiiseti zedatha enkulu, kwaye sisixhobo esilula ukusisebenzisa kuye wonke umntu. Ngokucofa-kanye uqikelelo, inika iindlela ezicwangciswe kwangaphambili zokuhlela kunye nedatha yeqela.
I-TIBCO Spotfire ikwabonisa ubudlelwane kwaye yenza uqikelelo, kunye nokudala imbonakalo yedatha eluncedo.
Nazi ezinye zezicelo ze-TIBCO Spotfire:
- Uhlalutyo lweengqikelelo
- Ukujonga idatha
- Ukubikezela
- Ukuhlelwa kunye nokuhlanganisa
7. H2O.ai
Iqonga elivulekileyo, i-H2O.ai inikezela ngezixhobo ezininzi zobukrelekrele beshishini ezixhomekeke kwi-AI kunye nokufunda komatshini (ML). I-H2O Driverless AI ijolise kuyo izazinzulu zedatha, ngelixa i-H2O AutoML ijoliswe kubantu abangengobugcisa. Ikwabonelela ngeetemplate ezahlukeneyo kumashishini ahlukeneyo.
Nanga amanye amashishini ayilungele kakhulu i-H2O.ai:
- Enterprise
- Startups
- Marketing
- ezezimali
- inshorensi
- Ukhathalelo lwempilo
8. indawo WebFOCUS
Abakhi boLwazi (ibi) banikezela ngeqonga le-WebFOCUS analytics, esisisixhobo sokuzisebenzela. Inokufikelelwa nguye nabani na ngesikhangeli sewebhu, kwaye iqulathe idatabase eninzi. Ngeqonga, unokubeka iliso kwaye ulandelele ii-KPI ezahlukeneyo, kwaye ibonelela ngeedashbhodi ezisebenzayo ezisebenzayo. Ezinye zezinye izixhobo zayo zokuhlalutya zibandakanya izisombululo zokhathalelo lwempilo, imali, ukuthengisa, kunye nezixhobo, kwaye iqonga liguquguquka kakhulu, eliluncedo kwiinkampani ezincinci ezijonge ukunyuka.
Nazi ezinye zezicelo ze-ibi WebFOCUS:
- Ukusebenzisana kweqela
- KPI esweni
- Iideshibhodi ezisebenzayo
9. Emcien
Isixhobo sokugqibela kuluhlu lwethu yi-Emcien, eneqonga elibizwa ngokuba yi-EmcienPatterns eyakhelwe kwiinjini ezimbini. I-injini yoHlalutyo isebenzisa idatha ukuchonga iipateni ngaphambi kokuyidlulisela kwi-injini yoQekelelo.
Kwi-injini ye-Prediction, ukuthathwa kwezigqibo kuqhutyelwa phambili, kwaye ulwazi olusebenzayo luhlaziywa ngexesha lokwenyani. Ibandakanya ukubonwa kwedatha kunye nohlalutyo lwegrafu, kwaye ibonelela ngeengqikelelo ezinobunzima kunye namanqaku afanayo. I-Emcien iyakwazi ukuphatha idatha engacwangciswanga kunye nedatha emdaka ngaphandle kokufuna ukulungiswa.
Nazi ezinye zezicelo ze-Emcien:
- Ukwenza isigqibo
- Ukugcinwa komthengi
- Ukuhanjiswa kwangexesha
- Ukubonwa kwedatha kunye nohlalutyo lwegrafu
Ngelixa iinkokeli zoshishino ezininzi zinokucinga ukuba zifuna isixa esikhulu semali okanye iqela elixhotyiswe kakuhle leenzululwazi zedatha ukuze zisebenzise ezi zixhobo, akusoloko kunjalo. Kukho izixhobo ezininzi kwimarike ezinokunceda ishishini libe liqhutywa ngetekhnoloji kwaye lilungele ikamva le-AI.
Ezi zixhobo ze-9 ze-AI zokubikezela zingundoqo kunoma yimuphi umbutho ojongene nokuthatha izakhono zedatha ukuya kwinqanaba elilandelayo.
Shiya iMpendulo