Decipher Statistics Mosavuta
M'dziko lamakono la akatswiri, luso losanthula ndi kumasulira ziwerengero zakhala luso lofunikira. Maphunziro a "Pangani malipoti omveka bwino komanso othandiza" pa OpenClassrooms amakupatsani mwayi wodziwa lusoli. Maphunziro ofikikawa amakufikitsani pang'onopang'ono popanga malipoti owerengera omwe samangopereka chidziwitso cholondola, koma amatero m'njira yomwe imakopa chidwi cha omvera.
Kuyambira m'magawo oyambilira, mudzadziwitsidwa zoyambira za ziwerengero, luso lomwe lakhala lofunikira kwambiri monga kudziwa makompyuta m'magawo ambiri aukadaulo. Mudzaphunzira kusiyanitsa mitundu yosiyanasiyana ya deta ndikusankha njira zoyenera zowunikira.
Koma maphunzirowa amapitilira kusanthula kosavuta kwa data. Amakuphunzitsaninso momwe mungawonetsere detayo momveka bwino komanso mogwira mtima, pogwiritsa ntchito zowonera komanso kufotokoza nkhani zokopa. Mupeza zinsinsi zosinthira manambala olimba kukhala nkhani zokopa zomwe zingakhudze zisankho ndikuwongolera njira.
Sinthani Deta kukhala Zosankha Zodziwitsidwa
M'dziko limene deta ndi mfumu, kudziwa kutanthauzira ndi kuziwonetsera momveka bwino ndi luso lamtengo wapatali. Maphunziro a "Pangani malipoti omveka bwino komanso othandiza" amakupatsirani zida zofunikira kuti mukhale katswiri paukadaulo wolumikizirana ndi data.
Pamene mukupita m'maphunzirowa, mudzawona njira zowunikira zowerengera. Muphunzira kuzindikira zomwe zikuchitika komanso zobisika mu data, zomwe zimakupatsani mwayi wopereka zidziwitso zakuya komanso zomveka. Kutha kuwona kupitilira manambala owonekera kudzakuyikani ngati wosewera wamkulu mu bungwe lililonse, wokhoza kutsogolera njira ndi zisankho ndi chidziwitso chozikidwa pa data yodalirika.
Koma maphunzirowa sathera pamenepo. Imakuwongoleranso popanga malipoti omwe samangopereka chidziwitso cholondola, koma amatero m'njira yokopa komanso yokopa. Muphunzira kugwiritsa ntchito zowoneka ngati ma chart ndi matebulo kuti mufotokozere mfundo zanu, kupangitsa malipoti anu kukhala osangalatsa komanso osangalatsa.
Pokhala ndi luso limeneli, mudzatha kusintha deta yosasinthika kukhala chidziwitso chotheka, motero mumathandizira kupanga zisankho mwanzeru m'gulu lanu.
Khalani Mtsogoleri Wa Nkhani Zoyendetsedwa Ndi Data
Lusoli, lomwe limapitilira kusanthula kosavuta kwa manambala, limakupatsani mwayi woluka nkhani zokopa zomwe zingakhudze malingaliro ndikuwongolera zochita.
Muphunzira momwe mungagwiritsire ntchito njira zofotokozera nthano kuti data ikhale yamoyo, kupanga nkhani zomwe zimakopa omvera anu ndikuwunikira zidziwitso zazikulu m'njira yomveka komanso yosaiwalika. Njira yofotokozerayi imakupatsani mwayi wolumikizana ndi omvera anu mozama, kutembenuza ziwerengero zomwe zingakhale zowuma kukhala nkhani yosangalatsa yomwe imamveka.
Kuphatikiza apo, maphunzirowa amakupatsirani upangiri wothandiza wa momwe mungapangire malipoti anu kuti muwonjezere kukhudzidwa kwawo. Mudzazindikira momwe mungasankhire zambiri zanu momveka bwino komanso mwamadzimadzi, kuwonetsetsa kuti gawo lililonse la lipoti lanu likuthandizira kupanga mkangano wamphamvu komanso wokopa.
Podziwa luso lofotokozera nkhani zoyendetsedwa ndi deta, mudzatha kufotokoza zambiri zovuta m'njira yosadziwitsa, komanso yolimbikitsa komanso yolimbikitsa. Mukatero mudzakhala munthu wolankhulana bwino, wokhoza kutsogolera gulu lanu kuti lizisankha mwanzeru komanso mwanzeru, kutengera kusanthula kwatsatanetsatane komanso komveka bwino.
