Ukhondo wa Deta: Upangiri Wofulumira Wosunga Ma data Phatikizani

Ukhondo wa Deta - Kodi Kuphatikiza Kuthana Ndi Chiyani

Kuphatikiza kuyeretsa ndichinthu chofunikira kwambiri pakuchita bizinesi monga kutsatsa makalata mwachindunji ndikupeza gwero limodzi la chowonadi. Komabe, mabungwe ambiri amakhulupirirabe kuti kuphatikiza komwe kumayeretsedwa kumangotengera njira ndi ntchito za Excel zomwe sizingathetse zosowa zamtundu wa data.

Bukuli lithandizira ogwiritsa ntchito bizinesi ndi IT kumvetsetsa kuphatikiza, ndikuwathandizanso kuzindikira chifukwa chake magulu awo sangapitilize kuphatikiza ndikupukuta kudzera mu Excel.

Tiyeni tiyambe!

Kodi Merge Purge Process kapena Ntchito ndi chiyani?

Phatikizani kuyeretsa ndikubweretsa magawo angapo azidziwitso pamalo amodzi nthawi yomweyo kuchotsa zolemba zoyipa ndi zowerengera kuchokera pagwero.

Zitha kufotokozedwa mwachidule muchitsanzo chotsatirachi:

Zambiri Zamakasitomala

Zindikirani kuti chithunzichi pamwambapa chili ndi zolemba zitatu zofananira ndimitu ingapo yokhudzana ndi mtundu wa data. Mukamagwiritsa ntchito pulogalamu ya purge purge mu mbiriyi, idzasandulika kukhala yoyera komanso yofanana monga chitsanzo chili pansipa:

Zobwereza Zambiri

Mukaphatikiza ndikutsitsa zobwerezedwazo kuchokera kumagwero angapo azidziwitso, zotsatira zake zimawonetsa kuphatikiza kophatikizika kwa zolembedwa zoyambirira. Gawo lina [Makampani] lalumikizidwa kuti lilembedwe, kuchokera ku mtundu wina wa zolembedwazo.

Kutulutsa kwa njira yophatikiza kuyeretsa kumatulutsa zolemba zomwe zimakhala ndi chidziwitso chapadera chomwe chimakwaniritsa cholinga chazinthu zantchito. Pachitsanzo pamwambapa, zikakonzedweratu, zomwe zanenedwa zikhala ngati mbiri yodalirika kwa otsatsa m'makampeni amakalata.

Njira Zabwino Kwambiri Zophatikizira ndi Kusunga Dongosolo

Mosasamala kanthu zamakampani, bizinesi, kapena kukula kwa kampani, kuphatikiza njira zochotsera kumakhala ngati maziko azolinga zoyendetsera deta. Ngakhale kuti zolimbitsa thupi zinali zokhazokha pakuphatikizira ndikuchotsa, lero kuphatikiza ndi kuyeretsa kwasintha kukhala chinthu chofunikira chomwe chimathandiza ogwiritsa ntchito kusanthula deta yawo mwatsatanetsatane.

Ngakhale njirayi idasinthidwa kwambiri tsopano kudzera kuzowonjezera phatikizani purge software ndi zida, ogwiritsa ntchito amafunikirabe kukhala ndi njira zabwino kwambiri zophatikizira kusanja. Otsatirawa ndikukulangizani kuti mutsatire:

  • Kukhazikika pa Zabwino Kwambiri: Musanagwirizane poyeretsa, ndikofunikira kuyeretsa ndikusanja deta, chifukwa izi zimatsimikizira kuti ntchito yolembetsayo ndiyosavuta. Mukachotsa popanda kuyeretsa deta, zotsatira zake zimangokukhumudwitsani.
  • Kutsatira Ndondomeko Yeniyeni: Izi ndichifukwa choti njira yosavuta yolumikizira deta siyofunikira kwa inu. Ndikulimbikitsidwa kuti mupange pulani yomwe ingakuthandizeni kuwunika mtundu wa zolemba zomwe mukuyang'ana kuti muphatikize ndikuyeretsa.
  • Kukhathamiritsa Model Yanu Yachidziwitso: Nthawi zambiri, pambuyo pophatikiza koyambirira, makampani amvetsetsa bwino za mtundu wawo wazidziwitso. Mukamvetsetsa zoyambirira za mtundu wanu, mutha kupanga ma KPIs ndikuchepetsa nthawi yogwiritsidwa ntchito pochita izi.
  • Kusunga Zolemba Zambiri: Kulemba mndandanda sikutanthauza kuchotsa mndandanda wonsewo. Deta iliyonse yomwe ikuphatikiza pulogalamu yochotsa izi ikuthandizani kuti muzisunga zolembazo ndikusunganso nkhokwe zosintha zomwe zasungidwa pamndandanda.
  • Kusunga Gwero Limodzi La Choonadi: Zambiri za ogwiritsa ntchito zikalembedwa kuchokera m'mabuku angapo, zosemphana zimakumana chifukwa chazidziwitso zosiyana. Poterepa, kuphatikiza ndi kuyeretsa kumathandizira kupanga gwero limodzi la chowonadi. Izi zikuphatikiza zofunikira zonse zokhudzana ndi kasitomala.

Ubwino Wodzipangira Phatikizani Purge Software

Yankho lothandiza pakupanga gwero limodzi la chowonadi ndikuwonetsetsa kuti mukutsata njira zabwino zotsalazo, ndikuphatikiza pulogalamu yochotsa. Chida choterocho chidzalemba zolemba zakale pogwiritsa ntchito zidziwitso zatsopano kudzera munjira yopulumukira.

Kuphatikiza apo, zida zodzipangira zokhazokha zitha kupangitsa ogwiritsa ntchito bizinesi kuphatikiza ndi kuyeretsa zosunga zawo popanda kuwapangitsa kukhala ndi chidziwitso chakuya kapena chidziwitso.

Chida choyenera chophatikiza chingathandize ogwiritsa ntchito bizinesi ndi:

  • Kukonzekera deta pofufuza zolakwika ndi kusasinthika kwa chidziwitso
  • Kuyeretsa ndikusintha deta molingana ndi malamulo amabizinesi
  • Kufananitsa mindandanda ingapo kudzera pakuphatikiza ma algorithms okhazikitsidwa
  • Kuchotsa zowerengeka molondola kwambiri
  • Kupanga zolemba zagolide ndikupeza gwero limodzi la chowonadi
  • & zambiri

Mosakayikira, mu nthawi yomwe makina akhala ofunikira pakuchita bwino kwamabizinesi, makampani sangakwanitse kuchedwetsa kukhathamiritsa kwa bizinesi yawo. Chifukwa chake, zida zamakono zophatikiza / kuyeretsa zida tsopano zakhala yankho lotsogola pamavuto akale okhudzana ndi njira zovuta zophatikizira ndi kuyeretsa deta.

Makwerero a Zambiri

Zambiri zamakampani ndi chimodzi mwazinthu zofunika kwambiri - ndipo monga china chilichonse, zosowa zimafunikira kusamalidwa. Ngakhale makampani ali ndi chidwi chofuna kupeza chidziwitso chochulukirapo ndikulimbitsa kusonkhanitsa kwawo, zomwe apeza zimangokhala zotsalira ndikukhala ndi CRM yokwera mtengo kapena malo osungira kwakanthawi. Zikatero, zidziwitso zimayenera kutsukidwa zisanachitike kuti zigwiritsidwe ntchito.

Komabe, njira yovuta yolumikizira / kuyeretsa itha kukhala yosavuta kudzera pulogalamu imodzi yoyimilira kuphatikiza mapulogalamu omwe amakuthandizani kuphatikiza magwero azidziwitso ndikupanga zolemba zomwe zili zofunika kwambiri.

Data Ladder ndi kampani yopanga mapulogalamu a data yopatulira kuthandiza ogwiritsa ntchito mabizinesi kuti apindule kwambiri ndi ma data awo pogwiritsa ntchito kufananiza deta, kupanga mbiri, kupatula, ndi zida zowonjezera. Kaya zikufanana ndi mamiliyoni a zolembedwa kudzera munjira zathu zosasinthasintha, kapena kusintha zinthu zovuta kuzipanga kudzera muukadaulo wa semantic, zida zamtundu wa Data Ladder zimapereka ntchito yabwino kwambiri kuposa makampani.

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