7.2.2 zosonkhanitsira wophunzira wokhazikika deta

Data chopereka njira zakale, amene kafukufuku wokhazikika, Sapita ntchito bwino mu m'badwo digito. M'tsogolo, tiphunzira njira ophunzira zokha.

Ngati mukufuna kusonkhanitsa deta mu m'badwo digito, muyenera kuzindikira kuti muli kupikisana kwa nthawi anthu ndi chidwi. nthawi iyi ndi chidwi ndi amazipanga zofunika kwa inu; ndi zopangira pa kufufuza kwanu. Asayansi ambiri chikhalidwe ndi anazolowera angagwiritse cofufuzila anthu ndi ndende, monga undergraduates mu Labs kokha. Zoikamo izi, zofuna za kafukufuku wa aziwalamulira, ndi zosangalatsa ophunzira si tisamale kwambiri. Kafukufuku digito m'badwo njira imeneyi si zisathe. Ophunzira nthawi zambiri thupi kutali kwa akatswiri ndi mogwirizana pakati pa awiri kawirikawiri mkhalapakati ndi kompyuta. kolowera Izi zikutanthauza kuti ofufuza kupikisana kwa chidwi ophunzira choncho ayenera kulenga yosangalatsa kwambiri ophunzira zinachitikira. N'chifukwa chake mu chaputala chilichonse zokhudza zimavuta ndi ophunzira, tinaonako maphunziro amene anatenga njira ophunzira wokhazikika kwa deta.

Mwachitsanzo, mu Chapter 3, tinaona Sharad Goel, Zima Mason, ndi Duncan Watts (2010) analenga masewera otchedwa Friendsense kuti anali kwenikweni wochenjera chimango padziko kafukufuku mtima. Mu Chapter 4, tinaona inu angalenge zero deta variable mtengo ndi angagwiritse nkhaniyi anthu kwenikweni ndikufuna kukhala monga nyimbo otsitsira kuyesera kuti ndachilenga ndi Peter Dodds ndi Duncan Watts (Salganik, Dodds, and Watts 2006) . Pomaliza, mu Chapter 5, tinaona Way Zoo analenga misa mgwirizano kuti anatakasa anthu oposa 100,000 nawo mu zakuthambo (mu mphamvu zonse za mawu) fano olemba ntchito (Lintott et al. 2011) . Mu zonsezi, akatswiri maganizo kupanga chochitika chabwino kwa ophunzira, ndi lililonse, njira imeneyi ophunzira zokha chinathandiza mitundu yatsopano ya kafukufuku.

I tikuyembekezera m'tsogolo, ofufuza adzapitiriza kukhazikitsa njira kuti deta kuti amayesetsa kuti akonze bwino wosuta zinachitikira. Kumbukirani, mu m'badwo digito, ophunzira anu ali mmodzi pitani kutali ndi kanema wa skateboarding galu.