Txhua lub lag luam muaj qhov xav tau ntawm cov ntaub ntawv zoo analytics thiab nws qhov kev pom. Lwm qhov tseem ceeb uas yuav tau xav txog yog qhov yooj yim ntawm kev siv rau cov neeg siv khoom lag luam. Cov cuab yeej yuav tsum tsis txhob xav tau cov nqi ntxiv rau kev cob qhia cov neeg ua haujlwm thaum pib. Ib qho kev daws teeb meem no yog Tableau.
Qhov kev pabcuam Rabota.ru xaiv Tableau rau kev txheeb xyuas cov ntaub ntawv sib txawv. Peb tham nrog Alena Artemyeva, tus thawj coj ntawm analytics ntawm Rabota.ru qhov kev pabcuam, thiab pom tias kev txheeb xyuas tau hloov pauv li cas tom qab kev daws teeb meem los ntawm pab pawg BI GlowByte.
Q: Qhov kev xav tau rau kev daws teeb meem BI tshwm sim li cas?
Alena Artemyeva: Thaum kawg ntawm xyoo tas los, pab pawg pabcuam Rabota.ru tau pib loj hlob sai. Nws yog tom qab ntawd qhov kev xav tau ntawm kev ua tau zoo thiab kev nkag siab zoo los ntawm ntau lub tuam tsev thiab kev tswj hwm lub tuam txhab tau nce. Peb pom tau hais tias yuav tsum tau tsim ib qho chaw yooj yim thiab yooj yim rau cov ntaub ntawv txheeb xyuas (kev tshawb fawb ad hoc thiab cov ntawv ceeb toom tsis tu ncua) thiab pib txav mus rau qhov kev taw qhia no.
Q: Dab tsi yog cov qauv siv los tshawb nrhiav BI kev daws teeb meem thiab leej twg tau koom nrog kev ntsuam xyuas?
AA: Cov qauv tseem ceeb tshaj plaws rau peb yog cov hauv qab no:
- muaj cov neeg rau zaub mov autonomous rau cov ntaub ntawv khaws cia;
- tus nqi ntawm daim ntawv tso cai;
- muaj cov neeg siv khoom Windows / iOS desktop;
- muaj ntawm Android / iOS mobile thov;
- muaj cov neeg siv web;
- muaj peev xwm ntawm kev koom ua ke rau hauv daim ntawv thov / portal;
- muaj peev xwm siv cov ntawv sau;
- yooj yim / nyuaj ntawm kev txhawb nqa infrastructure thiab xav tau / tsis tas yuav nrhiav cov kws tshaj lij rau qhov no;
- Kev nthuav dav ntawm BI kev daws teeb meem ntawm cov neeg siv;
- kev tshuaj xyuas los ntawm cov neeg siv cov kev daws teeb meem BI.
Q: Leej twg tau koom nrog hauv qhov kev ntsuam xyuas:
AA: Qhov no yog kev sib koom ua haujlwm ntawm pab pawg kws tshuaj ntsuam thiab ML Raboty.ru.
Q: Qhov chaw ua haujlwm twg yog qhov kev daws teeb meem?
AA: Txij li thaum peb tau ntsib nrog txoj hauj lwm ntawm kev tsim kom yooj yim thiab nkag siab txog kev txheeb xyuas cov txheej txheem rau tag nrho lub tuam txhab, cov txheej txheem kev ua haujlwm uas cov kev daws teeb meem cuam tshuam yog dav heev. Cov no yog kev muag khoom, nyiaj txiag, kev lag luam, khoom muag thiab kev pabcuam.
Q: Koj daws teeb meem dab tsi?
AA: Tableau tau pab peb daws ob peb yam teeb meem tseem ceeb:
- Ua kom cov ntaub ntawv ceev ceev.
- Txav deb ntawm "phau ntawv" tsim thiab hloov kho cov ntawv ceeb toom.
- Ua kom cov ntaub ntawv pob tshab.
- Ua kom cov ntaub ntawv muaj nyob rau txhua tus neeg ua haujlwm tseem ceeb.
- Tau txais lub peev xwm los teb sai sai rau cov kev hloov pauv thiab txiav txim siab raws li cov ntaub ntawv.
- Tau txais lub sijhawm los txheeb xyuas cov khoom lag luam kom ntxaws ntxiv thiab saib rau thaj chaw loj hlob.
Q: Dab tsi tuaj ua ntej Tableau? Dab tsi technologies tau siv?
AA: Yav dhau los, peb, zoo li ntau lub tuam txhab, nquag siv Google Sheets thiab Excel, nrog rau peb tus kheej kev txhim kho, kom pom cov cim tseem ceeb. Tab sis maj mam peb pom tau tias hom ntawv no tsis haum peb. Feem ntau yog vim qhov tsis tshua muaj kev ceev ntawm cov ntaub ntawv ua, tab sis kuj yog vim qhov tsis tshua pom kev muaj peev xwm, teeb meem kev ruaj ntseg, yuav tsum tau ua cov ntaub ntawv ntau tas li manually thiab nkim sij hawm ntawm cov neeg ua haujlwm, qhov muaj feem ntau ntawm kev ua yuam kev thiab teeb meem nrog kev muab cov ntaub ntawv rau pej xeem. (qhov kawg tseem ceeb tshaj plaws rau cov ntawv ceeb toom hauv Excel). Nws tseem tsis tuaj yeem ua cov ntaub ntawv loj hauv lawv.
Q: Txoj kev daws teeb meem li cas?
AA: Peb pib los ntawm dov tawm lub server ib feem peb tus kheej thiab pib ua cov ntawv ceeb toom, txuas cov ntaub ntawv los ntawm cov khw muag khoom nrog cov ntaub ntawv npaj ntawm PostgreSQL. Ob peb lub hlis tom qab, tus neeg rau zaub mov tau raug xa mus rau cov txheej txheem rau kev txhawb nqa.
Q: Lub tuam tsev twg yog thawj zaug koom nrog qhov project, nws puas nyuaj?
AA: Feem ntau ntawm cov ntawv ceeb toom tau npaj los ntawm qhov pib los ntawm cov neeg ua haujlwm ntawm lub tuam txhab tshuaj ntsuam xyuas; tom qab ntawd, lub tuam txhab nyiaj txiag tau koom nrog kev siv Tableau.
Tsis muaj teeb meem tseem ceeb, txij li thaum npaj dashboards, txoj haujlwm yog decomposed rau hauv peb theem tseem ceeb: tshawb fawb cov ntaub ntawv thiab tsim cov txheej txheem rau kev suav cov ntsuas, npaj ib daim ntawv qhia layout thiab pom zoo nrog cov neeg siv khoom, tsim thiab automating cov ntaub ntawv marts thiab tsim ib tug dashboard visualization raws li marts. Peb siv Tableau nyob rau theem peb.
Q: Leej twg nyob hauv pab neeg ua haujlwm?
AA: Nws feem ntau yog pab pawg ML.
Q: Puas yog xav tau kev cob qhia cov neeg ua haujlwm?
AA: Tsis yog, peb pab neeg muaj cov ntaub ntawv tseem ceeb txaus, suav nrog cov ntaub ntawv marathon los ntawm Tableau thiab cov ntaub ntawv hauv Tableau cov neeg siv cov zej zog. Tsis tas yuav tsum tau cob qhia ib qho ntawm cov neeg ua haujlwm, ua tsaug rau qhov yooj yim ntawm lub platform thiab cov kev paub dhau los ntawm cov neeg ua haujlwm. Tam sim no pab pawg ntawm cov kws tshuaj ntsuam tau ua tiav qhov tseem ceeb hauv kev paub txog Tableau, uas tau txhawb nqa los ntawm ob qho kev nthuav dav los ntawm kev lag luam thiab kev sib txuas lus hauv pab pawg ntawm cov yam ntxwv thiab lub peev xwm ntawm Tableau pom nyob rau hauv cov txheej txheem ntawm kev daws teeb meem.
Q: Nws nyuaj npaum li cas los ua tus tswv?
AA: Txhua yam mus tau yooj yim rau peb, thiab lub platform tau hloov mus ua qhov nkag siab zoo rau txhua tus.
Q: Koj tau txais qhov txiaj ntsig thawj zaug sai npaum li cas?
AA: Tsis pub dhau ob peb hnub tom qab ua tiav, suav nrog qhov tseeb tias qee lub sijhawm yuav tsum tau "polish" qhov kev pom pom raws li qhov xav tau ntawm cov neeg siv khoom.
Q: Dab tsi ntsuas koj twb muaj raws li cov txiaj ntsig ntawm qhov project?
AA: Peb twb tau ua tiav ntau dua 130 cov ntawv tshaj tawm hauv ntau qhov chaw thiab tau nce qhov ceev ntawm kev npaj cov ntaub ntawv ntau zaus. Qhov no tau dhau los ua ib qho tseem ceeb rau cov kws tshaj lij ntawm peb lub tuam txhab PR, txij li tam sim no peb tuaj yeem teb sai sai rau feem ntau cov kev thov tam sim no los ntawm kev tshaj tawm, tshaj tawm cov kev tshawb fawb voluminous ntawm kev lag luam ua lag luam feem ntau thiab hauv kev lag luam ntawm tus kheej, thiab tseem npaj cov kev ntsuas xwm txheej.
Q: Koj npaj li cas los tsim qhov system? Lub tuam tsev twg yuav koom nrog hauv qhov project?
AA: Peb npaj yuav txhim kho kev tshaj tawm xov xwm hauv txhua qhov chaw tseem ceeb. Cov ntawv ceeb toom tseem yuav raug coj los siv los ntawm cov kws tshaj lij los ntawm lub tuam txhab tshuaj ntsuam xyuas thiab cov tuam txhab nyiaj txiag, tab sis peb npaj siab koom nrog cov npoj yaig los ntawm lwm lub tuam tsev yog tias lawv xav siv Tableau rau lawv tus kheej lub hom phiaj.
Tau qhov twg los: www.hab.com