Kodi njira zina zosinthira zinthu zanu ndi ziti?

Njira Zina Zogwiritsira Ntchito Personal Data mu Test Data

Pankhani yoyesa ndi kusanthula deta, deta yaumwini ikhoza kukhala chinthu chofunika kwambiri. Komabe, kugwiritsa ntchito zidziwitso zaumwini kumabwera ndi zovomerezeka ndi zamakhalidwe zomwe ziyenera kuganiziridwa. M'nkhaniyi, tiwona njira zina zogwiritsira ntchito deta yanu monga deta yoyesera.

Njira 1: Fufuzani Njira Zina

Njira yoyamba ndiyo kufufuza njira zina zopezera zotsatira zomwezo popanda kugwiritsa ntchito deta yanu. Izi zingaphatikizepo kugwiritsa ntchito deta yomwe ikupezeka pagulu kapena kupanga zoyerekeza zomwe zimatengera zochitika zenizeni padziko lapansi. Ngakhale kuti izi sizingakhale zotheka nthawi zonse, ndi bwino kuganizira musanagwiritse ntchito deta yanu.

Njira 2: Gwiritsani Ntchito Dongosolo Lopanga

Wina njira kwa munthu deta ndi kupanga deta. Izi zikuphatikizapo kupanga ma data omwe adapangidwa kuti azitengera zenizeni zenizeni, koma alibe zambiri zamunthu. Zambiri zitha kupangidwa pogwiritsa ntchito njira zosiyanasiyana, monga ma generative adversarial networks (GANs) kapena nkhalango zachisawawa. Ngakhale kuti zopangira sizingafanane bwino ndi zenizeni zenizeni, zitha kukhala zothandiza pakuyesa ndi kusanthula.

Njira 3: Osadziwika Deta

Njira yachitatu ndikugwiritsa ntchito deta yosadziwika bwino. Izi zikuphatikizapo kuchotsa zidziwitso zonse zaumwini pagulu la data, kuti zisagwiritsidwenso ntchito pozindikira anthu. Kusadziwika kungathe kutheka kudzera mu njira monga kubisa deta, pomwe deta yodziwika bwino imalowetsedwa ndi deta yosakhudzidwa, kapena kusonkhanitsa, pamene deta imayikidwa pamodzi kuti asadziwike anthu. Ngakhale kusadziwika kungakhale kothandiza, ndikofunikira kuzindikira kuti nthawi zonse pamakhala chiwopsezo chodziwikanso ngati chidziwitsocho sichidziwika bwino.

Kutsiliza

Kugwiritsa ntchito deta yanu monga deta yoyesera kumabwera ndi zoopsa zamalamulo ndi zamakhalidwe, koma pali njira zina zomwe zilipo. Pofufuza njira zina, pogwiritsa ntchito deta yopangidwa, kapena kubisa deta, ndizotheka kuyesa ndi kusanthula deta popanda kusokoneza zinsinsi za anthu. Ndikofunika kusankha njira yomwe ikugwirizana bwino ndi cholinga cha deta, ndikuwonetsetsa kuti zonse zalamulo ndi zamakhalidwe zimaganiziridwa.