Inzululwazi yedatha sisixhobo esihle sokuba nayo xa uqhuba ishishini.
Nangona kunjalo, uhlalutyo luya kunceda kuphela ukuba luqhuba impembelelo. Le mpembelelo inokuba yiyo nantoni na ekukhuleni kwenkampani, iimveliso ezingcono, okanye ingeniso eyandisiweyo.
Ukusebenzisa uhlalutyo ukwenza izigqibo kwishishini lakho kwaziwa njengokuthatha izigqibo eziqhutywa yidatha. Oku kubandakanya ukuqokelela idatha, ukutsala iipateni kunye neenyani, kunye nokwenza intelekelelo.
Ngokuqinisekileyo kudume ngakumbi ngoku ukutyala ixesha kunye nezixhobo ukwenza uninzi lwezigqibo zenkampani yakho ziqhutywa yidatha.
Ngaphandle koku, uphando lubonisa ukuba ukuva amathumbu iseyimiba kwinkqubo yokwenziwa kwezigqibo.
Eyona nto iphambili kule nto kukunqongophala kwesikhokelo esifanelekileyo sokwenza izigqibo kumbutho.
Eli nqaku liza kwazisa isakhelo se-BADIR, kunye nendlela ongayisebenzisa ngayo ukwenza intshukumo, eqhutywa yidatha. ulwazi kwishishini lakho.
Idatha ye-BADIR kwisakhelo seZigqibo
The BADIR isakhelo sisikhokelo esisebenza kakhulu sedatha ukuya kwisigqibo esenzelwe ukusombulula iingxaki zoshishino.
Kulula ukuziqhelanisa kwaye isebenza kulo naliphi na ishishini. Ijolise ekudibaniseni isayensi yedatha kunye nesayensi yesigqibo kunye kwisakhelo esilula ukusilandela.
Aryng, inkampani eyaziwayo yenzululwazi yedatha, uqeqesho kunye nengcebiso yenkampani iqulunqe le data-to-decision framework.
Namhlanje, iinkampani ezahlukeneyo ze-Fortune 500 kumanyathelo azo enguqu yedijithali ziye zamkela i-BADIR.
Iimpawu eziphambili zeNkqubo-sikhokelo yeDatha ukuya kwizigqibo
- Nikeza ulwazi oluqhutywa yidatha esebenzayo
- Yenza isicwangciso sohlalutyo oluqhutywa yi-hypothesis
- Iququzelela iinkcukacha zedatha ukwenza dat
- Iimbono ezithathwe kubuchule bokuqatshelwa kwepateni kwi U kufunda kunye namanani
- Nikelanise izindululo ezinokusetyenzwa kwabachaphazelekayo
Amanyathelo amahlanu kwiNkqubo-sikhokelo yeDatha yokuya kwiZigqibo
I-BADIR data-to-decisions framework ibandakanya amanyathelo amahlanu ekufuneka alandelwe ngokulandelelana.
Umbuzo woShishino
Phambi kokuba senze naluphi na uhlobo lokutsalwa kwedatha okanye uhlalutyo, kufuneka siqale siqonde umxholo wengxaki esizama ukuyisombulula. Oku kuya kunceda ukunciphisa inani lokuphindaphinda okufunekayo phantsi komgca.
Oku kuquka ukubuza imibuzo efanelekileyo. Esi sikhokelo sisikhuthaza ukuba sibuze imibuzo emithandathu esisiseko (ngubani, yintoni, phi, nini, kutheni, kwaye njani).
Ngokomzekelo, kufuneka siqiniseke ukuba siyasiqonda isigqibo esifanele sithathwe.
Ngaba esi sigqibo singxamisekile?
Kufuneka sazi xa silindeleke ukuba size nesindululo sokugqibela.
Okokugqibela, kufuneka sazi ukuba ngoobani abathathi-nxaxheba bethu.
Ngaba idatha kufuneka kwabelwane ngayo kunye neqela lezentengiso kunye neqela lezinto zokusebenza?
Bangaphi abachaphazelekayo abafuna ukwazi iziphumo zohlalutyo lwethu?
Enyanisweni, sizama ukuguqula imibuzo esisiseko ibe yimibuzo efanelekileyo. Umzekelo, unokufumana esi sicelo silandelayo sedatha: "idatha yabathengi ngokwelizwe, imveliso, kunye nenqaku".
Isicelo esingcono nesiluncedo kufuneka sijongeke ngolu hlobo: “Zeziphi izizathu zokuba siphulukane nabathengi emva kokusungulwa? Ngawaphi amanyathelo anokwenziwa lisebe lezentengiso nokuthengisa ukulungisa le lahleko?
Isicwangciso sohlalutyo
Emva kokuthatha isigqibo kumbuzo weshishini lekhonkrithi, inyathelo lethu elilandelayo kukuqulunqa isicwangciso sokuhlalutya.
Kufuneka senze iinjongo ze-SMART. I-SMART sisishunqulelo esimele ukuNgcaciswa, kunokumetwa, kuyafikeleleka, kufanelekileyo, kunye nokuBond ixesha.
Okulandelayo, kufuneka siqulunqe iingcamango zethu. Ezi ziingxelo esijonge ukungqina okanye ukukhanyela ukusebenzisa idatha yethu. Kunye nolu qikelelo, kufuneka simisele imilinganiselo efunekayo ukungqina nganye.
Kufuneka kwakhona sijonge indlela yokusebenza efunekayo ngexesha lokuhlalutya idatha. Iindlela eziqhelekileyo ziquka:
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Aggregate
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Ulungelelaniso
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utyekelo
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Uqikelelo
Emva kokuthatha isigqibo malunga nendlela yokusebenza, kufuneka sithathe isigqibo malunga neenkcukacha zedatha.
Ngaba siya kusebenzisa idatha yonyaka odlulileyo okanye idatha yexesha lonke?
Ngaba ngokuyintloko siza kusebenzisa idatha yezemali okanye idatha yokuthengisa?
Le mibuzo ibalulekile kuba oku kuya kwenza inkqubo yokuqokelela idatha ibe lula kamva.
Isiphumo sokugqibela seli nyathelo sisicwangciso seprojekthi. Oku kubandakanya zonke izibonelelo ezifunekayo ukuqhuba olu hlalutyo kunye nomgca wexesha lenyathelo ngalinye kwinkqubo. Isicwangciso seprojekthi sikwachaza ukuba ngoobani abachaphazelekayo kunye neendima ezahlukeneyo kwiqela.
Umzekelo, masithi sinale ngqikelelo ilandelayo: “Inkampani yethu iphulukana nabathengi ngenxa yephulo lentengiso elingaphumelelanga kwikota edlulileyo”.
Ukungqina okanye ukuchasa olu hlahlelo, kuya kufuneka sitsale idatha yokuthengisa ukusuka kunyaka ophelileyo.
Singasebenzisa indlela yolungelelwaniso ukufumanisa ukuba i-metric efana ne-CTR inxibelelene okanye sinokuqikelela inani labathengi kwikota nganye.
Ukuqokelela Iinkcukacha
Ukuqokelelwa kwedatha ngoku kulula kakhulu kuba sinokuchaza ukucaciswa kwedatha ngexesha lenyathelo leSicwangciso sokuHlalutya. Oku kuya kuthintela ukufunyanwa kwedatha engeyomfuneko.
Oku kubaluleke ngakumbi ukuba sijongana nesixa esibalulekileyo sedatha kuba iya konga ixesha xa sisenza inkqubo yethu esiyikhethileyo.
Inyathelo lokuqokelela idatha likwabandakanya ukucocwa kwedatha kunye nokuqinisekiswa. Ukucocwa kwedatha kubhekiselele ekulawuleni idatha ukwenza ukuba isebenziseke.
Kufuneka senze ukuqinisekiswa kwedatha ukuqinisekisa ukuba idatha esinayo ichanekile.
Fumana Izimvo
Inyathelo lethu elilandelayo libandakanya ukufumana ulwazi olusuka kwidatha yethu.
Kweli nyathelo, sijonga iipateni kwidatha yethu.
Ngokomzekelo, kuhlalutyo lokulungelelanisa sinokuqala ngohlalutyo olungaguqukiyo olujonga ukuhanjiswa kweemetriki eziphambili. Ukuba kufanelekile, sinokufumanisa ukuba kukho umahluko phakathi kovavanyo kunye nolawulo lwabantu.
Sisebenzisa imilinganiselo esiyibeke kwinyathelo lesibini, sikwazama ukungqina nokuphikisa iingqikelelo zethu.
Ekugqibeleni, isiphumo seli nyathelo kufuneka sibe siziphumo zethu. Kufuneka sibonise iziphumo zethu malunga nefuthe elilinganisiweyo.
Umzekelo, ungakhankanya impembelelo yedola yokwehla kwepesenti ethile ukubandakanya abachaphazelekayo bakho.
Unokuthi ukuhla kwepesenti ekufumaneni abathengi kunokubangela ukuhla kwengeniso ye-1 yezigidi zeedola.
I ngcebiso
Iingcebiso lelona nyathelo libalulekileyo kwisakhelo se-BADIR. Ezi ngcebiso kufuneka zithathelwe amanyathelo.
Zisona sizathu siphambili sokuba sihambe ngenyathelo ngalinye kwesi sikhokelo.
Kweli nqanaba lokugqibela, sifuna ukufezekisa izinto ezininzi. Okokuqala, kufuneka sinxibelelane nabaphulaphuli ekujoliswe kubo. Oku kuthetha ukuba kufuneka ubonise iingcebiso ezimfutshane kunye nezinokuqonda.
Isindululo esithembekileyo nesivakalayo siyakukhokelela ekubeni ubonwe njengeqabane elisebenzayo leshishini.
Okokugqibela, isincomo sakho kufuneka siqhubele abaphulaphuli bakho esenzweni.
Ukuba uya kulawula ukunikezela ngeengcebiso, kubalulekile ukwakha idekhi yesilayidi enazo zonke iziphumo zakho.
Ukwenziwa kwedesika yesilayidi kuyimpinda, ukuqala ngazo zonke izinto ozifumanisileyo, kunye nokuphucula ngokuqhubekayo ukuhamba kwedesika.
Umgangatho wokugqibela wesilayidi kufuneka ube nesishwankathelo solawulo esifutshane. Singongeza naluphi na ulwazi olongezelelweyo kwisihlomelo.
isiphelo
Ukwamkela isakhelo sedatha ukuya kwizigqibo yindlela entle yokuqinisekisa ukuba unokufumana ulwazi olusebenzayo kwidatha yeshishini lakho.
Ukudibanisa isayensi yedatha kunye nesayensi yesigqibo ivumela ingxoxo phakathi kwabo bonke abachaphazelekayo ababandakanyekayo. Isinyathelo ngasinye kwi-data-to-decisions framework ye-BADIR ikhokelela kwisiphumo esisebenzayo sokugqibela: iingcebiso ezinokwenziwa.
Sazise ukuba ishishini lakho okanye iqela lakho lingazuza njani kolu hlobo lwesakhelo!
Shiya iMpendulo