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Predictive Analytics Mhinduro

Predictive Analytics Technology

zvireruke Kufanotaura Ongororo KUGADZIRA nzira yako kune inoitika inoitisa, KUMASHURE kwesarudzo uye DZIDZA zviitiko zvebhizinesi zvinogara zviripo
Munyika yanhasi yeruzivo rwechizvino-zvino, kufambira mberi kwetekinoroji kwaita kufambira mberi kwe Data Analytics kubva pachinyakare BI mhinduro kune kufanotaura uye inorondedzerwa analytics Solution. Kufanotaura Ongororo 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 Kufanotaura Ongororo senzira ipi neipi date kuchera ane hunhu huna:

  • Iko kusimbiswa pane kufanotaura (pane kutsanangura, kupatsanura kana kusanganisa)
  • Kukurumidza ongororo inoyerwa mumaawa kana mazuva (panzvimbo pemwedzi yechinyakare date kuchera)
  • Iko kusimbiswa pane kukosha kwebhizinesi rezviitiko zvinozoguma zvaitika (hapana shongwe yenyanga dzenzou inoongorora)
  • Iko (kuwedzera) kusimbisa pane nyore kushandisa, nokudaro kuita maturusi kuwanikwa kune vashandisi vebhizinesi

Kufanotaura Ongororo inoshandisa nzira dzakasiyana siyana kugadzira mienzaniso yekufungidzira uye kubatsira kufanotaura zvinonzwisisika uye mapatani. Nekushandisa aya manzwisisiro, mabhizinesi anokwanisa kunzwisisa zvirinani vashandisi vawo uye anotyaira sarudzo yekugadzira yakasarudzika, yakasarudzika uye yehunyanzvi ruzivo rwevatengi mukati mehupenyu hwevatengi.

Big Data uye Predictive Analytics

Huru data matekinoroji anoita basa rakakosha mu predictive analytics sezvo ivo vachipa ungwaru nezve ramangwana vachishandisa ruzivo rweBig Data. Big Data matekinoroji anoongorora huwandu hwakawanda hwe data munguva chaiyo, kusanganisira data rakarongeka uye risina kurongeka, uye ruzivo rwunobva mukuongorora uku runogona kushandiswa kugadzirisa mashandiro ekushanda, kutsvaga mikana mitsva yemari uye mikana yemakwikwi. guru data analytics software yakagadzirirwa kushanda nehukuru data mapuratifomu, ayo ane zvivakwa, kuona, kuona, manejimendi, uye analytics dura. Iyo analytics layer ndiyo yakakosha chikamu chekuvaka predictive analytics mhinduro mune yakakura data dhizaini yebhizinesi. Kufanotaura Ongororo inocherekedza mapatani ane musoro eBig data kufanotaura zviitiko zvenguva yemberi uye kuongorora kugona kwezvakasiyana mhedzisiro inogoneka kuitira kuti bhizinesi riite sarudzo dzakangwara.

Kubatsirwa uye Zvishandiso

Kune akawanda mabhizinesi anoshandisa Kufanotaura Ongororo. Izvi hazvingobatsiri kuti vaongorore mikana mitsva yemusika, kuvandudza kushanda kwemaitiro ebhizinesi, kusimbisa kuvimbika kwemutengi uye chengetedzo asi zvakare vanovagonesa kunyatso kugona kwevatengi tarisiro nzira uye kuongorora mutsva mabhizinesi mamodheru. Zvimwe zvinoratidza bhizimusi mabhenefiti ari

  • Wedzera kutengesa kwekutengesa
  • Wedzera danho remhinduro yemushandirapamwe
  • Deredza kushambadzira kushandisa
  • Deredza mutengi churn
  • Wedzera vatengi kutenga, kuchengetedza, uye kuvimbika nezvimwe

Kufanotaura Ongororo Tools:
Zvishandiso zvakasiyana siyana zvinoshandiswa mukufungidzira modelling uye analytics. Mamwe mazita evatengesi anozivikanwa mumusika ndeaya:

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

Proprietary:
SAS, IBM, SAP

Mapurogiramu eSoftware:
Google Prediction API, Microsoft Azure Machine Learning, BigML, KufanotauraIO

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 zvechizvino zvinoitika
  • Nzwisisa chinangwa chekupedzisira che Kufanotaura Ongororo zvesangano.
  • Tsanangura maitiro ekuvatarisira akananga Predictive Enterprise
  • Chengetedza vashandisi vebhizinesi vachibatikana nei Kufanotaura Ongororo vaigona kuvabatsira kubudirira.

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