Data Haitauri Kwauri

Data Haitaure kwauri

Mumamiriro ezvemabhizimusi emazuva ano, tinowanzonzwa mazwi akadai sekuti "kuita sarudzo kunotungamirwa nedata" uye "regai data itaure." Zvazvinoreva ndezvekuti data ishoko rakajeka, risina kujeka, rakagadzirira kuburitsa zvakavanzika zvaro kana tikangotarisa zvakaoma. Iyi ipfungwa isiriyo ine ngozi. Raw data, mumaspredishiti ayo akakura uye madhibhodhi asingaperi, akanyarara. Hazvitauri; zvinongovapo. Iko kukosha kwechokwadi-uye basa chairo-riri mukududzira kunyarara ikoko, mukubvunza mibvunzo yakakodzera kunyengedza nyaya ine revo. Pasina mamiriro, dudziro, uye chimiro chakajeka chekunzwisisa, data inongova ruzha.

Kunyengedza kweData Rinozviratidza
Fungidzira uchiunzwa nenhamba imwe chete: kuwedzera kwe15% muhuwandu hwewebhusaiti mwedzi wapfuura. Pachayo, iyi data point haina mbeveve. Kukura uku kwakanaka here kana kwakaipa? Zvinoenderana. Yakanga iri mhedzisiro yemushandirapamwe wakabudirira wekushambadzira, kana kuti technical glitch yakawedzera bot traffic? Zvakakonzera kutengesa kwakawanda here, kana kuti vashanyi vaive vasina basa nevateereri vako here? Mapoinzi edata akafanana nemazwi ega akadhonzwa kubva munovhero. Pasina mitsara yakapoteredza uye ndima - mamiriro ezvinhu - revo yavo yechokwadi inorasika. Isu tinowira mumusungo wekufunga data inozviratidza nekuti isu kazhinji tinoiona kuburikidza nekurerekera kwedu pachedu, tichiona kusimbiswa kwezvatinototenda pane izvo data ringave riri kuedza kutaura.

Unofanira Kubvunza Mubvunzo Wakarurama

Sezvo data risingatauri, tinofanira kuva nyanzvi dzekubvunzurudza. Nzira yekuwana nzwisiso haisi kungoteerera; ikurukurirano inoshingaira, dzimwe nguva yakaoma. Iwe unofanirwa kubvunza: "Sei?", "Saka chii?", uye "Ko kana?". Apa ndipo panoitika shanduko kubva kudata kuenda kuhungwaru.

Kuwirirana vs. Causation: Nekuda kwekuti metrics maviri anofamba pamwechete hazvirevi kuti chimwe chinokonzera chimwe. A spike mukutengesa ice cream correlates nekunyura, asi imwe haikonzeri imwe; kupisa kwechirimo ndicho chinhu chakavanzika.
Context is King: Kudonha kwe10% mukutengesa munharaunda imwe kunotyisa pasina mamiriro ezvinhu. Asi kana ukadzidza mukwikwidzi mukuru akatangisa mushandirapamwe mukuru wekuderedzwa ipapo, nyaya inoshanduka zvachose.
Bvunza Kwakabva: Iyi data yakabva kupi? Yakakwana, yakarurama, uye yakaunganidzwa nguva dzose here? Mashoko asina kururama anoita kuti pave nemhedziso dzisina kururama, zvisinei kuti muturikiri ane unyanzvi hwakadii.

Chinangwa ndechekupfuura "chii" uye kuburitsa "nei," kushandura manhamba akaomeswa kuita ruzivo rwunogoneka.

Ngozi Yekusadudzira uye Kurerekera

Kana tikatora data sezwi risingakanganisike, tinoisa panjodzi yekududzira zvisizvo. Kusarura kwedu kwekuziva kunokanganisa zvakanyanya maverengero atinoita nhamba. Rumbidzo rusaruro runotitungamira kune cherry-tora data inotsigira yedu yagara iripo hypotheses tichifuratira humbowo hunopesana. Ruponeso rusaruro runotiita kuti titarise chete pane zvakabudirira mhedzisiro dzatinogona kuona, tichiregeredza iyo yakakosha data kubva mukukundikana iyo inowanzo dzidzisa zvakanyanya. Anomalies inogona kukanganisa maitiro, uye kushanduka kwenguva pfupi kunogona kududzirwa sekuchinja kwenguva refu. Ichi ndicho chikonzero nzira yakarongeka, yakarongeka yekuongorora data isingatauriki. Ndiyo chete nzira yekudzikamisa ruzha rwefungidziro dzedu uye kunzwa chiratidzo chisina kusimba chechokwadi mukati me data.

Data chishandiso chekusimudzira intuition, kwete kuitsiva. Nhamba dzinopa humbowo, asi pfungwa dzemunhu dzinopa rondedzero, zano, uye huchenjeri hwekuita.

Kuvaka Chimiro cheKukurukurirana: Basa reBhizinesi Rako OS

Kuita hurukuro ine pundutso nedata rako, unoda zvinopfuura kuda kuziva; unoda hurongwa. Apa ndipo apo bhizinesi rakabatana inoshanda sisitimu inove yakakosha. Yakatsemuka tekinoroji stack-ine data rakavharirwa mumasilos akasiyana ekutengesa, kushambadzira, uye mashandiro - inoita kuti kubvunzurudza kusaite. Unosara nezvirevo zvisina kukwana uye chokwadi chisina kukwana.

Mapuratifomu akaita seMewayz akagadzirirwa kuputsa masilos aya, achigadzira nzvimbo yepakati modular hub apo data kubva kuchikamu chese chebhizinesi rako chakabatana uye chinoenderana. Mewayz haiite kuti data itaure yega, asi inokupa maturusi ekubvunza mibvunzo iri nani. Nekubatanidza CRM yako, manejimendi epurojekiti, uye dhata rezvemari mune imwechete sosi yechokwadi, unogona kufamba kupfuura ega metrics uye kuona iyo yakabatana nyaya yebhizinesi rako. Unogona kubvunza mibvunzo yakaoma senge, "Sei kuvhurwa kwechigadzirwa chedu chazvino kwakakanganisa huwandu hwetiketi rekutsigira uye mari inodzokororwa?" Maonero akazara aya ndiwo hwaro hwekusandura data yakanyarara kuita nhaurirano ine hunyanzvi.

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Mhedziso: Iva Mutauri Wenyaya
Mantra yemutungamiri webhizinesi yemazuva ano haifanire kunge "rega data itaure," asi kuti "Ndichateerera nekubvunza zvakadzama." Data ndiyo mbishi zvinhu, humbowo mune nyaya yauri kuvaka. Basa rako nderemutikitivha, muongorori, uye mutauri wenyaya. Nekubvuma kuti data yakanyarara, unozvipa simba kuti uwane izwi rayo. Iwe unodzidza kuvaka rondedzero, kubatanidza madots, uye kuwana ruzivo rwunofambisa chiito chehungwaru. Nepuratifomu yakarongeka seMewayz inopa nhanho, unogona kuona kuti hurukuro nedata rako yakajeka, inowirirana, uye pakupedzisira, inoshandura bhizinesi rako.

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