Iva neNheyo Dzakakosha
Itsva hombe data uye data sainzi professional inopa inonakidza mikana. Nekudaro, kudzidziswa kunodiwa kwavari kunoda hwaro hwakasimba muhuwandu uye sainzi yekombuta. Ichi ndicho chaicho chinangwa cheiyi kosi yakazara: kukushongedza iwe neizvi zvakakosha zvinodikanwa.
Chekutanga pane zvese, inoenda pamusoro pezvakakosha zvePython programming. Mutauro wakakosha zvino wekugadzirisa data hombe. Pamwoyo wekosi, iwe uchadzidza syntax yayo uye mamodule ayo makuru. Nekunyanya kutarisa paNumPy raibhurari, chishandiso chepakati musainzi yedata.
Iwe uchaona kuti nei echinyakare hukama dhatabhesi ichisvika painogumira kana yakatarisana nehombe mavhoriyamu e data hombe. Sumo yeakagoverwa makuru ekuchengetedza masisitimu anozove madikanwa.
Huwandu huchafukidzwa zvakadzama, kubva papfungwa dzakakosha kuenda kumhando dzekudzoreredza. Random variables, differential calculus, convex function, optimization problems... Saka akawanda akakosha maconcepts ekuita ongororo yakakodzera pane yakakura data.
Pakupedzisira, iwe unowana yekutanga inotariswa yemhando algorithm: iyo Perceptron. Kushandisa kongiri kweruzivo rwako rutsva rwenhamba pane yekare yekushandisa kesi.
Nzira yePragmatic uye Yakakwana
Kure nekudzidziswa kwechinyakare dzidziso, kosi iyi inotora yakashinga maitiro epragmatic. Mafungiro acho anoshandiswa zvakarongeka kuburikidza nekongiri uye zviitiko zvechokwadi. Kuti unyatso kuenzanisa pfungwa dzakafukidzwa.
Purogiramu yacho yose yakarongwa nenzira inowirirana. Iwo akasiyana mamodule anotevera mumwe uye anozadzisa mumwe nemumwe zvine hushamwari. Kubva pane izvo zvekutanga zvePython hurongwa kusvika kune inferential statistics, kusanganisira kunyengera kwe data hombe. Iwe uchafambira mberi mumatanho anoteedzana, nenzira yekuunganidza zvidhinha zvinodiwa.
Kudzidziswa uku kunosiyaniswawo nemaitiro ayo akasiyana-siyana. Nekuvhara ese ari maviri kodhi, data, masvomhu uye algorithmic maficha e data hombe. Chiono che360-degree chakakosha kugashira zvizere nyaya.
Izvo zvekutanga zvemutsara algebra zvicha, semuenzaniso, zvichayeukwa. Chinhu chakakosha chemasvomhu chinodiwa pakushanda nevector data. Saizvozvo, kusimbiswa kuchaiswa pakunzwisisa kwakadzama kweiyo manhamba pfungwa dziri pasi pekufungidzira kuongororwa algorithms.
Saka iwe uchasiya uine yechokwadi transversal mastery yezvakakosha. Yakagadzirira kubata iyo data sainzi uye hombe data makosi anokufarira iwe nerunyararo rwakakwana rwepfungwa!
Kuvhura Kune Maonero Matsva
Iyi kosi yakakwana inoramba iri pamusoro pese sumo kune izvo zvinodikanwa zvakakosha. Asi ichave chitubu chaicho kwauri chakananga kune dzinonakidza horizons. Nekutora iyi yakakosha nhanho yekutanga, iwe unovhura nzira kune akawanda mahunyanzvi parizvino ari kudiwa zvakanyanya.
Aya makosi epamusoro achakubvumidza kudzamisa matekiniki ekuongorora nekushandisa hombe data. Zvakadai seanotariswa uye asina kutariswa muchina kudzidza, kudzidza kwakadzama, kana nzira dzekubatanidza. Mikana yakakura yebasa munzvimbo dzakarongwa dzemakambani.
Unobva wasununguka kuita hunyanzvi muzvikamu zvinokunakidza. Mari, kushambadzira, hutano, logistics ... Vese vari kutsvaga neshungu nyanzvi dzedata kuti vagadzirise maitiro avo nekuongorora ruzhinji rwe data.
Asi kuti ubate mikana iyi inovimbisa, unofanira kutanga waisa nheyo dzako zvakasimba. Iri ndiro kiyi iyo iyi yakapfuma uye pragmatic dzidziso yekusuma inokupa iwe!
