Yini i-Big Data? Ziyini Izinzuzo Zedatha Enkulu?

idatha enkulu

Isithembiso sika idatha enkulu ngukuthi izinkampani zizoba nobuhlakani obuningi kunabo bonke ukwenza izinqumo ezinembile nokubikezela ukuthi ibhizinisi labo lisebenza kanjani. Ake siqonde i-Big Data, ukuthi iyini, nokuthi kungani kufanele siyisebenzise.

Idatha Enkulu iyi-Great Band

Akukona lokhu esikhuluma ngakho lapha, kepha ungahle ulalele nengoma emnandi ngenkathi ufunda ngeBig Data. Angiyifaki ividiyo yomculo… akuphephile ngempela emsebenzini. I-PS: Ngiyazibuza ukuthi bakhethe igama yini ukubamba igagasi lokuthandwa kwedatha enkulu eyakhayo.

Kuyini i-Big Data?

Idatha enkulu yigama elisetshenziselwa ukuchaza ukuqoqwa, ukucubungulwa nokutholakala kwamavolumu amakhulu wedatha yokusakaza ngesikhathi sangempela. Ama-V amathathu lawa ivolumu, isivinini nokuhlukahluka ngekhredithi ku UDoug Laney). Izinkampani zihlanganisa ukumaketha, ukuthengisa, idatha yamakhasimende, idatha yokuthengiselana, izingxoxo zenhlalo kanye nedatha yangaphandle njengamanani esitoko, isimo sezulu nezindaba ukukhomba ukuhlangana kanye nezimbangela zamamodeli avumelekile ngokwezibalo ukubasiza ukuthi benze izinqumo ezinembe kakhudlwana.

Kungani Idatha Enkulu Yehlukile?

Ezinsukwini zakudala… uyazi… eminyakeni embalwa edlule, besisebenzisa izinhlelo ukukhipha, siguqule futhi silayishe idatha (i-ETL) ezinqolobaneni ezinkulu zedatha ezazinezixazululo zezobunhloli zebhizinisi ezakhelwe phezu kwazo zokubika. Ngezikhathi ezithile, zonke izinhlelo zaziyokwenza isipele futhi zihlanganise idatha kudathabheyisi lapho imibiko ingaqhutshwa khona futhi wonke umuntu athole ukuqonda ngokwakwenzeka.

Inkinga ukuthi ubuchwepheshe be-database abukwazanga ukuphatha ukusakazwa kwedatha okuningi, okuqhubekayo. Ayikwazanga ukuphatha ivolumu yedatha. Ayikwazanga ukuguqula idatha engenayo ngesikhathi sangempela. Futhi amathuluzi wokubika ayentula angakwazi ukusingatha noma yini ngaphandle kombuzo wobudlelwano ekugcineni. Izixazululo ze-Big Data zinikela ngokusingathwa kwamafu, ukwakheka kwedatha okunenkomba ephezulu nokwenziwe kahle, amandla okuzenzakalelayo wokugcina umlando kanye nokukhipha, kanye nezinhlaka zokubika zenzelwe ukuhlinzeka ngokuhlaziya okunemba kakhulu okwenza amabhizinisi akwazi ukwenza izinqumo ezingcono.

Izinqumo zebhizinisi ezingcono zisho ukuthi izinkampani zinganciphisa ubungozi bezinqumo zazo, futhi zenze izinqumo ezingcono ezinciphisa izindleko futhi zikhuphule ukusebenza kwezokukhangisa nokuthengisa.

Ziyini Izinzuzo Zedatha Enkulu?

ikhompyutha uhamba ngezingozi namathuba ahambisana nokusebenzisa idatha enkulu ezinkampanini.

  • Idatha enkulu ifike ngesikhathi - 60% wosuku ngalunye lomsebenzi, abasebenzi bezolwazi abachitha bezama ukuthola nokuphatha idatha.
  • Idatha enkulu iyatholakala - Isigamu sezikhulu eziphezulu sibika ukuthi ukuthola imininingwane eyiyo kunzima.
  • Idatha enkulu i-Holistic - Imininingwane okwamanje igcinwe kumasilo ngaphakathi kwenhlangano. Idatha yokumaketha, ngokwesibonelo, ingatholwa kuwebhu analytics, mobile analytics, ezenhlalo analytics, Ama-CRM, amathuluzi wokuhlola we-A / B, amasistimu wokumaketha nge-imeyili, nokuningi… ngalinye ligxile kwisilo salo.
  • Idatha enkulu ithembekile - Izinkampani ezingama-29% zilinganisa izindleko zemali yekhwalithi yedatha empofu. Izinto ezilula njengokuqapha amasistimu amaningi wezibuyekezo zolwazi lokuxhumana namakhasimende zingonga izigidi zamaRandi.
  • Idatha enkulu iyasebenza - Izinkampani ezingama-43% azigculisekile ngamathuluzi wazo wokuhlunga idatha engasebenzi. Okuthile okulula njengokuhlunga amakhasimende kuwebhu yakho analytics inganikeza ithani lokuqonda ngemizamo yakho yokuthola.
  • Idatha enkulu ivikelekile - Ukwephulwa kwesilinganiso sokuphepha kwedatha kubiza u- $ 214 ngekhasimende ngalinye. Ingqalasizinda ephephile eyakhiwa ukusingathwa kwedatha enkulu kanye nabalingani bezobuchwepheshe kungonga inkampani emaphakathi i-1.6% yemali etholwa minyaka yonke.
  • Idatha enkulu inegunya - Izinhlangano ezingama-80% zilwa nezinhlobo eziningi zeqiniso ngokuya ngomthombo wedatha yazo. Ngokuhlanganisa imithombo eminingi, ehlolwe, izinkampani eziningi zingakhiqiza imithombo yezobunhloli enembile kakhulu.
  • Idatha Enkulu Iyasebenza - Idatha ephelelwe yisikhathi noma emibi iholela kuma-46% ezinkampani ezenza izinqumo ezimbi ezingadla izigidigidi.

I-Big Data ne-Analytics Trends 2017

U-2017 uzoba unyaka oyingqayizivele futhi othokozisayo kakhulu ebhizinisini lobuchwepheshe ngezindlela eziningi. Amabhizinisi azolwela ukulinganisela ukukala nokunaka amakhasimende ngamanye ngaphandle kokuyekethisa ekusebenzeni kanzima. UKetan Pandit, imininingwane ye-Aureus

Nakhu lapho uzobona khona idatha enkulu isetshenziswa:

  1. U-94% wochwepheshe bezokukhangisa uthe ukwenza ngezifiso ulwazi lomthengi kubaluleke kakhulu
  2. Ama-dollar ayizigidi ezingama-30 zokonga minyaka yonke ngokusebenzisa imali idatha yezokuxhumana kwezimangalo nokukhwabanisa analytics
  3. Ngo-2020, amabhange angama-66% azoba nawo blockchain ekukhiqizeni ezentengiselwano nangezinga
  4. Izinhlangano zizothembela ku idatha ehlakaniphile okuningi uma kuqhathaniswa nedatha enkulu.
  5. Umshini-to-Human (M2H) Ukusebenzisana kwebhizinisi kuzokwenziwa ngabantu kuze kufike kuma-85% ngo-2020
  6. Amabhizinisi atshala imali engaphezulu ngama-300% Intelligence Intelligence (AI) ngo-2017 kunalokhu abakwenza ngo-2016
  7. Izinga lokukhula elingama-25% lapho kuvela khona inkulumo njengomthombo ofanele wemininingwane engahlelekile
  8. Ilungelo Lokukhohlwa (R2BF) izogxila emhlabeni jikelele ngaphandle komthombo wedatha
  9. Amaqembu angama-43% wamakhasimende angenawo izibalo zesikhathi sangempela izoqhubeka nokuncipha
  10. Nge-2020, i Namaqiniso augmented (AR) imakethe izofinyelela ku- $ 90 billion uma kuqhathaniswa ne-Virtual Reality's $ 30 billion

Amathrendi we-Big Data Analytics 2017

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