Idatha yenzululwazi

I idatha inzululwazi basebenza ngaphakathi YeSayensi yeNkcukacha kwaye bangoochwephesha abasebenzisa izakhono zabo kwisayensi yekhompyuter, izibalo kunye nemathematika ukuqokelela, ukucoca, ukuhlalutya kunye nokutolika izixa ezikhulu ze dati.

Injongo yabo kukukhupha ulwazi oluluncedo dati kwaye uzisebenzise ukusombulula iingxaki ezibambekayo okanye wenze izigqibo ezingcono.

I idatha inzululwazi basebenza kuluhlu olubanzi lwamacandelo, kuquka:

• Ishishini: i idatha inzululwazi banceda iinkampani ukuba ziqonde ezabo abathengi, khulisa imisebenzi kwaye wenze izigqibo ezingcono. Umzekelo, banokusebenzisa i dati ukuqikelela imfuno yemveliso, ukuchonga amacandelo amatsha emarike okanye ukuphuhlisa iimveliso kunye neenkonzo ezintsha.
• Urhulumente: i idatha inzululwazi zinceda oorhulumente baphucule ukhuseleko loluntu, balwe ulwaphulo-mthetho kwaye babonelele ngeenkonzo zoluntu ezisebenza ngempumelelo. Umzekelo, banokusebenzisa i dati ukuchonga iindawo ezisemngciphekweni wolwaphulo-mthetho, ukuphucula ukuhamba kwezithuthi okanye ukwandisa ulawulo lwenkunkuma.
• Health: i idatha inzululwazi banceda ukuphucula ukuxilongwa kunye nokunyangwa kwezifo, ukuphuhlisa amachiza amatsha kunye nokuphucula umgangatho wobomi bezigulane. Umzekelo, banokusebenzisa i dati ukuchonga ii-biomarkers ezintsha zesifo, ukuphuhlisa iimodeli zokuqikelela umngcipheko wesifo, okanye ukuphucula ukusebenza konyango.
• Imfundo: i idatha inzululwazi zinceda ukufunda kube ngumntu, ukuphucula ukusebenza kwezemfundo, kunye nokunciphisa iindleko zemfundo. Umzekelo, banokusebenzisa i dati ukuchonga abafundi abafuna inkxaso eyongezelelweyo, ukuphuhlisa iinkqubo zokufunda ezilungiselelwe umntu okanye ukwandisa ulwabiwo lwezibonelelo.

I idatha inzululwazi baqeqeshwe kakhulu kwaye bafuna iingcali. Ukubayi idatha inzululwazi, kufuneka ube nesidanga se-bachelor kwisayensi yekhompyuter, izibalo, imathematika, okanye indawo ehambelana nayo. Kwakhona kubalulekile ukuba nokuqonda okuqinileyo kwezixhobo zokuhlalutya idatha kunye nobuchule dati, njengePython, R kunye neSQL.

Izakhono eziphambili ezifunekayo idatha inzululwazi ziquka:

• Ulwazi lwezixhobo zokuhlalutya kunye nobuchule dati: i idatha inzululwazi kufuneka abe nokuqonda okuqinileyo kwezixhobo zokuhlalutya idatha kunye nobuchule dati, njengePython, R kunye neSQL.
• Izakhono zemathematika kunye nezibalo: i idatha inzululwazi kufuneka babe nokuqonda okunzulu kwemathematika kunye neenkcukacha-manani ukuze bakwazi ukuqokelela, ukucoca, ukucazulula nokutolika izixa ezikhulu zezibalo. dati.
• Ukusombulula iingxaki kunye nezakhono zokucinga ezinzulu: i idatha inzululwazi kufuneka ikwazi ukuchonga nokusombulula iingxaki ezintsonkothileyo isebenzisa i dati.
• Izakhono zokunxibelelana: i idatha inzululwazi kufuneka bakwazi ukunxibelelana ngeziphumo zohlalutyo lwabo ngokucacileyo nangokufutshane kubaphulaphuli abangengabo ubuchwepheshe.

I idatha inzululwazi dlala indima ebalulekileyo kuluntu lwanamhlanje. Banceda amashishini, oorhulumente kunye nemibutho ukwenza izigqibo ezingcono ngokusekelwe dati.

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