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Predictive Analysis Technology

Regedzera Predictive Analytics kuti SIMPLIFY yako nzira kune inoitika inoitisa, BATSIRA danho uye DZIDZA yakagadzikana bhizinesi mhedzisiro. Mune yanhasi tekinoroji yepasirose pasirese, kufambira mberi kwetekinoroji kwakaita kuti kuve nekukwanisa kufambira mberi kweData Analytics kubva kuchinyakare BI mhinduro kune fungidziro uye inotsanangurwa analytics mhinduro. Predictive Analytics inobatsira kufanotaura zvichaitika mune ramangwana nemaitiro uye nekukurumidza kuita sarudzo. Ndiyo nzira inonyanya kutsvakwa nemabhizimusi ekuziva iyo "kukosha kutsva" yakavharirwa mukati meruzivo rwavo nekufungidzira zviono, maitiro emangwana nekusvika pazvisarudzo zvirinani zvekusimudzira bhizinesi kukura.

 

Gartner anotsanangura Predictive Analysis senge chero nzira kuData Mining ine hunhu huna:

1. Kukoshesa kufanotaura (pane kutsanangura, kupatsanura kana kusanganisa)

2.Rapid ongororo yakayerwa mumaawa kana nemazuva (pane emwedzi stereotypical yekutsvagisa dhata)

3. Kukoshesa kukosha kwebhizimusi reruzivo rwakakonzereswa (hapana shongwe yenyanga dzenzou inoongorora)

4. An (kuwedzera) kusimbisa pane nyore kushandisa, nokudaro kuita maturusi kuwanikwa kune vashandisi vebhizinesi

Predictive Analytics inoshandisa matekinoroji akasiyana siyana ekuvandudza mamodheru ekufanofungidzira uye kubatsira kufungidzira maonero nemaitiro.
Kusimbisa izvi zvimiro, mabhizinesi anokwanisa kunzwisisa zvirinani vashandisi vawo uye kutyaira sarudzo yesarudzo yekugadzira yakasarudzika, yakasarudzika uye hunyanzvi ruzivo rwevatengi mukati mehupenyu hwevatengi.

    Kuongorora kukuru uye Kufanoongorora

    Huru data matekinoroji anoita basa rakakosha mukufungidzira analytics sezvo ivo vachipa kungwara nezveramangwana vachishandisa ruzivo rweBig Data. Big Data matekinoroji anoongorora huwandu hwakawanda hwe data munguva chaiyo, kusanganisira data rakarongedzwa uye risina kurongeka, uye ruzivo rwunobva mukuongorora uku runogona kushandiswa kugadzirisa mashandiro ekushanda, kutsvaga mikana mitsva yemari uye mikana yemakwikwi. Big data analytics software yakagadzirirwa kushanda neakakura madhata mapuratifomu, ayo ane zvivakwa, kuona, kuona, manejimendi, uye analytics layer. Iyo analytics layer ndiyo yepakati chikamu chekuvaka yekufungidzira analytics mhinduro mune hombe dhizaini dhizaini yebhizinesi. Predictive Analytics inoratidza mapatani ane hunhu e Big data kufanotaura zviitiko zvenguva yemberi uye kuongorora kugona kwezviitiko zvakasiyana zvinoita kuti bhizinesi riite sarudzo dzakangwara.

      Kubatsirwa uye Zvishandiso

      Kune akawanda mabhizinesi anoshandisa Predictive Analytics. Izvi hazvingovabatsire chete kutsvaga mikana mitsva yemusika, kugadzirisa mashandiro emabhizimusi, kusimbisa kuvimbika kwevatengi uye kuchengetedza asi zvakare vanovagonesa kunyatso kugona nzira yevatengi nzira uye kutsvaga mamodheru emabhizimusi matsva. Zvimwe zvinoratidza bhizimusi mabhenefiti ari

      1. Wedzera mari yekutengesa
      2. Wedzera mwero wekupindura mushandirapamwe
      3. Deredza kutengesa mari
      4. Deredza mutengi churn
      5. Wedzera vatengi kutora, kuchengetedza, uye kuvimbika nezvimwe
      6. Zvishandiso Zvekuongorora Zvishandiso:
      7. Zvishandiso zvakasiyana siyana zvinoshandiswa mukufungidzira modelling uye analytics. Mamwe mazita evatengesi anozivikanwa mumusika ndeaya:

      Vhura Chinyorwa:
      R, Apache Spark, HP Haven Predictive Analytics, Actian Vortex Express, Konstanz Ruzivo Miner.

      Proprietary:
      SAS, IBM, SAP

      Mapurogiramu eSoftware:
      Google Prediction API, Microsoft Azure Machine Kudzidza, BigML, PredictionIO

      Zvitsva Zvitsva:

      Tarisa pane fungidziro / maitiro uye kufanoona kwete pane kungounganidza ruzivo, kurongeka, uye kusangana.
      Yekukurumidza nguva-yakasungirwa kufungidzira uye kufanofungidzira nekutora sarudzo pane zvazvino zvichangoburwa uye zvenguva pfupi njere
      Nzwisisa mugumo chinangwa chePredictive Analytics yesangano.
      Tsanangura maitiro ekuvatarisira akananga Predictive Enterprise
      Chengetedza vashandisi vebhizinesi vanoita neizvo Predictive Analytics inogona kuvabatsira kuti vabudirire.

        Our purojekiti Muchidimbu

        Isu tinovaka nekukudziridza yekushanda, kurarama uye kutaurirana. Isu tinotora mapurojekiti nechinangwa chekutsvaga smart, mitsva mhinduro kumatambudziko, makuru uye madiki.

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