Ukuthola Izimfihlo Zokuhlaziywa Kwedatha
Emhlabeni lapho idatha isiphenduke indikimba yezimboni eziningi, ukuba yingcweti kwamathuluzi namasu okuhlaziya sekuyikhono okumele ube nalo. Ukuqeqeshwa kokuthi "Hlola idatha yakho ngama-algorithms angagadiwe" okunikezwa ku-OpenClassrooms, ngokubambisana nesikole i-CentraleSupélec, kuwunkulunkulu walabo abafuna ukuthuthukisa amakhono abo ekuhlaziyeni idatha.
Lesi sifundo samahora angu-15 siklanyelwe ukukucwilisa ekujuleni kokuhlaziywa kwedatha okungagadiwe. Izokuvumela ukuthi uthole amasu athuthukile okunciphisa ubukhulu bedatha yakho, usebenzisa izindlela ezahlukahlukene zomugqa nezingaqondile. Uzofunda futhi ukuqonda ama-algorithms wokuhlanganisa abalulekile, abalulekile ekuhlukaniseni nasekuhlaziyeni amadathasethi amakhulu.
Abafundi bazoqondiswa ochungechungeni lwamamojula ahleleke kahle, abuyekezwa kamuva nje, aqinisekisa ukufinyelela olwazini lwakamuva kakhulu nolubalulekile kulo mkhakha. Lokhu kuqeqeshwa, okubhekwa njengokunzima, kulungele labo asebevele benolwazi oluthile emkhakheni wokuhlaziya idatha futhi bafuna ukujulisa ulwazi lwabo.
Ngokubhalisa kulokhu kuqeqeshwa, ulungiselela ukuba uchwepheshe kulo mkhakha, okwazi ukuzulazula emhlabeni oyinkimbinkimbi wokuhlaziywa kwedatha okungagadiwe kalula. Ungaphuthelwa leli thuba lokuthuthukisa umsebenzi wakho ngenxa yekhwalithi nokuqeqeshwa okukhethekile kakhulu.
Ukujula Kwamasu Okuhlaziya Angagadiwe
Phakathi nohambo lwakho lokufunda, uzohlola ujule kakhudlwana ama-nuances wama-algorithms angagadiwe. Lawa ma-algorithms angamathuluzi anamandla avumela ukuhlaziya amasethi edatha ayinkimbinkimbi ngaphandle kwesidingo sokugadwa okuqondile, ngaleyo ndlela anikeze inkululeko enkulu kanye nokuguquguquka ekuhloleni idatha.
Uzokwaziswa emicabangweni ethuthukisiwe efana nokwehliswa kobukhulu, indlela eyenza kube lula ukukhohliswa nokuhlaziywa kwedatha enkulu. Ngokufunda kahle lawa makhono, uzokwazi ukubona amaphethini namathrendi angabonakali ngokushesha, wengeze isendlalelo esengeziwe sokujula ekuhlaziyeni kwakho.
Ngaphezu kwalokho, ukuqeqeshwa kuzogqamisa ama-algorithms wokuhlanganisa ayinhloko, amathuluzi abalulekile okuhlukanisa ngempumelelo idatha ibe amaqembu afanayo. Leli khono libaluleke kakhulu ezindaweni ezifana nokumaketha, lapho ukuhlukaniswa kwamakhasimende kuwumkhuba ovamile.
Sekukonke, lokhu kuqeqeshwa kukuhlomisa ngamakhono adingekayo ukuze ube umhlaziyi wedatha onekhono, okwazi ukwenza ukuhlaziya okujulile futhi ufinyelele iziphetho ezinembayo ngedatha eyinkimbinkimbi. Ungaphuthelwa leli thuba lokuzicwilisa emhlabeni othakazelisayo wokuhlaziya idatha okungagadiwe.
Ukuguqulwa Kube Ngumhlaziyi Wedatha Uchwepheshe
Amamojula azokuqondisa ocwaningweni lwangempela, akuvumele ukuthi usebenzise amasu okuhlaziya angagadiwe ezimeni zomhlaba wangempela. Lokhu kucwiliswa ngezandla kuklanyelwe ukulola amakhono akho futhi kukulungiselele izinselele zomhlaba wangempela.
Uzothola ithuba lokusebenza kumaphrojekthi asebenzayo, lapho ungasebenzisa khona amakhono atholakele ukuxazulula izinkinga eziyinkimbinkimbi. Lokhu okwenziwa ngezandla kubaluleke kakhulu, njengoba kukuvumela ukuthi uqonde ukuthi imiqondo efundiwe ingasetshenziswa kanjani ezimweni zangempela zempilo, kube lula ukushintshela kwakho endimeni yobungcweti.
Ukwengeza, uzokhuthazwa ukuthi uhlole futhi uzihlole ngokwakho, ukhuthaze ukufunda kokuqondisa wena. Le ndlela ikuvumela ukuba uthuthukise ukuqonda okujulile kwezihloko ezimboziwe, ikulungiselele ukuthi ube uchwepheshe kulo mkhakha.
Ekugcineni, lokhu kuqeqeshwa kukunikeza inkundla eqinile yokuba umhlaziyi wedatha onguchwepheshe, olungele ukwenza umnikelo obalulekile emkhakheni owukhethile. Ungaphuthelwa yileli thuba lokwandisa ama-horizons akho futhi uthathe umsebenzi wakho uwuyise kwelinye izinga.
