Teburin Abubuwan Ciki[Boye][Nuna]
Hannun Hannun Artificial (AI) kayan aikin tsinkaya da mafita na tsinkaya wasu manyan kayan aikin da ake samu ga duk manyan kungiyoyi, suna ba da haske kan gaba. Sun kasance ɓangare na babban filin nazarin bayanai da kuma gano alamu waɗanda ke da amfani wajen yanke shawara.
A cikin kasuwancin e-commerce, ana iya amfani da kayan aikin hasashen AI don nazarin bayanan abokin ciniki, yayin da tallace-tallace da masana'antun inshora za su iya amfani da shi don nazarin ƙimar ƙima da kuma gano ayyukan yaudara. Waɗannan kaɗan ne daga cikin masana'antu da yawa da kayan aikin hasashen AI ke haɓakawa.
Anan ne kalli 9 na mafi kyawun kayan aikin AI akan kasuwa:
1. Cloud Analytics girgije
SAP yana ɗaya daga cikin manyan kamfanonin software na duniya. Dandalin nazari na baya, SAP Binciken Haske, An ƙaddamar da shi cikin babban dandalin Cloud Analytics na kamfanin.
Sabuwar dandamali yana gudana akan AI kuma ana amfani dashi don haɓaka shirye-shiryen kasuwanci da hasashen hasashen, kuma yana iya aiki akan dukkan na'urori. Yana da sauƙin daidaitawa, ma'ana ƙungiyoyi masu girma dabam zasu iya amfani da shi. Tare da ƙarin ƙididdiga, kamfani na iya amfani da NLP don samun fahimta daga manyan bayanai, yayin da koyon injin ke sarrafa ayyukan aiki don gano alaƙa da tsari.
Ga wasu daga cikin aikace-aikacen SAP:
- Mining bayanai
- Nazarin Tsinkaya
- Ƙarfafa nazari
- kiyasin
- Hikimar kasuwanci
2. SAS Advanced Analytics
Wani kamfani na software na duniya, SAS yana ba da software mai ƙima sosai. SAS Advanced Analytics cikakke ne na kayan aikin nazari na tsinkaya.
Yana iya sauƙaƙa bayanai ta hanyar haƙar ma'adinan bayanai kafin motsawa zuwa ƙirar bayanai, kuma yana ba da ƙididdigar ƙididdiga. SAS Advanced Analytics shima yana amfani da kayan aikin hasashen don samar da samfura ta atomatik don yuwuwar gaba.
Ga wasu daga cikin aikace-aikacen SAS:
- Binciken rubutu
- Nazarin lissafi
- kiyasin
- Binciken tsinkaya
3. Alteryx
Alteryx shine Jagoran Quadrant na Gartner a cikin bayanai ilimin kimiyya da na'ura. Babban samfurin sa shine dandamali na APA, wanda shine sarrafa kansa na tsari wanda ya haɗu da kimiyyar bayanai tare da ƙididdigar tsinkaya.
Alteryx yana nufin wadanda ba codeers ba ne, suna ba da ɗaruruwan ɗaruruwan aiki da kai “tubalan gini,” kuma yana iya juya manyan bayanai zuwa abubuwan da ke taimakawa wajen yanke shawara. Hakanan kayan aiki ne mai kyau na haɗin gwiwa, yana bawa ƙungiyoyi damar raba fahimta.
Ga wasu daga cikin aikace-aikacen Alteryx:
- Masana kimiyya
- Nazarin kasuwanci
- Bayanan da ba a tsara su ba
- Binciken jin dadi
4. RajiNin
RapidMiner wani ɗayan manyan kayan aikin hasashen AI ne. Dandalin nazarin bayanai na ƙarshe-zuwa-ƙarshen, RapidMiner yana amfani da ƙirar bayanai da kuma koyan na'ura don samar da cikakken ƙididdigar tsinkaya.
Dandali yana amfani ne da jan hankali da jujjuyawa, kuma yana da ɗakin karatu sama da 1,500 algorithms waɗanda za a iya amfani da su akan bayanai. Hakanan yana da ƙarfi kayan aikin gani na bayanai, ba ka damar ganin sakamako na gaba na yanke shawara na kasuwanci.
Ga wasu daga cikin aikace-aikacen RapidMiner:
- Tsarin bayanai
- Bayanan bayanan bayanai
- Kayan aikin ilimin lissafi
5. IBM SPSS
SPSS ita ce IBM ta ƙididdiga da sabis na sabis na samfur, kuma ta ƙware a ƙididdiga na ci gaba. Na'urorinsa guda biyu sune SPSS Statistics da SPSS Modeler. Tsohuwar tana aiwatar da nazarin tsinkaya ta hanyar haɗa bincike na ad hoc, gwajin hasashe, da kuma nazarin ƙasa.
SPSS Modeler ya fi buɗaɗɗen ƙarewa, kuma yana jujjuya nazarin tsinkaya zuwa abubuwan gani mai hoto, yana ba ku damar gano ƙira da rashin daidaituwa a cikin bayanai.
Ga wasu daga cikin aikace-aikacen IBM SPSS:
- Nazarin lissafi
- Tsarin bayanai
- Nunin hoto
6. TIBCO Hasken wuta
TIBCO Spotfire yana amfani da kayan aiki da yawa don aiki akan manyan saitin bayanai, kuma kayan aiki ne mai sauƙin amfani ga kowa da kowa. Tare da tsinkayar dannawa ɗaya, yana ba da hanyoyin da aka riga aka tsara don rarrabawa da tari bayanai.
TIBCO Spotfire kuma yana nuna alaƙa da aiwatar da tsinkaya, tare da ƙirƙirar bayanan gani masu amfani.
Anan ga wasu aikace-aikacen TIBCO Spotfire:
- Nazarin Tsinkaya
- Bayanan bayanan bayanai
- kiyasin
- Rabewa da tari
7. H2O.ai
Dandali mai buɗe ido, H2O.ai yana ba da kayan aikin leƙen asiri na kasuwanci da yawa waɗanda suka dogara ga AI da koyon injin (ML). H2O Driverless AI yana nufin masana kimiyyar bayanai, yayin da H2O AutoML ke nufin mutane marasa fasaha. Hakanan yana ba da samfura daban-daban don masana'antu daban-daban.
Anan ga wasu masana'antu da suka fi dacewa da H2O.ai:
- ciniki
- kamfanin
- marketing
- Finance
- insurance
- Healthcare
8. inda WebFOCUS
Masu Gina Bayani (ibi) suna ba da dandamali na nazari na WebFOCUS, wanda kayan aikin kai ne. Kowa na iya samunsa ta hanyar burauzar gidan yanar gizo, kuma ya ƙunshi rumbun adana bayanai da yawa. Ta hanyar dandamali, zaku iya saka idanu da bin diddigin KPI daban-daban, kuma yana ba da dashboards masu amfani masu amfani. Wasu daga cikin sauran kayan aikinta na nazari sun haɗa da mafita don kiwon lafiya, kuɗi, dillalai, da dabaru, kuma dandamali yana da sassauƙa sosai, wanda ke da fa'ida ga ƙananan kamfanoni masu neman haɓakawa.
Ga wasu daga cikin aikace-aikacen ibi WebFOCUS:
- Ƙungiyar haɗin gwiwa
- KPI saka idanu
- Dashboards masu hulɗa
9. Emcien
Kayan aiki na ƙarshe a jerinmu shine Emcien, wanda ke da dandamali mai suna EmcienPatterns wanda aka gina akan injuna biyu. Injin Analysis yana amfani da bayanai don gano alamu kafin a wuce da shi zuwa injin Hasashen.
A cikin injin Hasashen, ana aiwatar da yanke shawara gabaɗaya, kuma ana sabunta abubuwan da za su iya aiki a cikin ainihin lokaci. Ya haɗa da hangen nesa na bayanai da bincike na jadawali, kuma yana ba da tsinkaya masu nauyi da ƙima. Emcien yana iya sarrafa bayanan da ba a tsara su ba da kuma ƙazantattun bayanai ba tare da buƙatar shiri ba.
Ga wasu daga cikin aikace-aikacen Emcien:
- Yin yanke shawara
- Mai riƙe abokin ciniki
- Bayarwa akan lokaci
- Duban bayanai da nazarin jadawali
Duk da yake shugabannin kasuwanci da yawa na iya tunanin suna buƙatar kuɗi mai yawa ko kuma ingantacciyar ƙungiyar masana kimiyyar bayanai don yin amfani da waɗannan kayan aikin, wannan ba koyaushe bane. Akwai kayan aiki da yawa a kasuwa waɗanda zasu iya taimakawa kasuwanci ya zama fasahar fasaha kuma a shirye don makomar AI.
Wadannan 9 mafi kyawun kayan aikin hasashen AI sune maɓalli ga kowace ƙungiya mai girma da ke neman ɗaukar damar bayanan ta zuwa mataki na gaba.
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