Yiba Nezisekelo Ezibalulekile
Ulwazi olusha olukhulu lwedatha nesayensi yedatha lunikeza amathuba ajabulisayo. Kodwa-ke, ukuqeqeshwa okudingekayo kubo kudinga isisekelo esiqinile kwizibalo nesayensi yekhompyutha. Lona kanye inhloso yalesi sifundo esibanzi: ukukuhlomisa ngalezi zidingo ezibalulekile.
Okokuqala, idlula izisekelo zohlelo lwePython. Ulimi olubalulekile manje lokucubungula idatha enkulu. Enhliziyweni yesifundo, uzofunda i-syntax yayo namamojula ayo ayinhloko. Ngokugxila ngokukhethekile kumtapo wezincwadi we-NumPy, ithuluzi eliyinhloko kusayensi yedatha.
Uzobona ukuthi kungani isizindalwazi sobudlelwano sakudala sifinyelela umkhawulo lapho sibhekene namavolumu amakhulu edatha enkulu. Kuyobe sekudingekile isingeniso sezinhlelo zokulondoloza ezinkulu ezisabalalisiwe.
Izibalo zizohlanganiswa ngokujulile, kusukela emiqondweni eyisisekelo kuye kumamodeli ahlehlayo. Okuguquguqukayo okungahleliwe, ukubala okuhlukile, imisebenzi ye-convex, izinkinga zokuthuthukisa... Imiqondo eminingi ebalulekile yokwenza ukuhlaziya okufanelekile kudatha enkulu.
Ekugcineni, uzothola i-algorithm yokuqala yokuhlukanisa egadiwe: i-Perceptron. Ukusetshenziswa okuphathekayo kolwazi lwakho olusha lwezibalo esimweni sokusetshenziswa sakudala.
Indlela ye-Pragmatic nephelele
Kude nokuqeqeshwa kwethiyori evamile, lesi sifundo sithatha ngokuqinile indlela yepragmatic. Imiqondo isetshenziswa ngendlela ehlelekile ngamacala aphathekayo nangokoqobo. Ukuze kufanekiswe kahle imiqondo ehlanganisiwe.
Lonke uhlelo lwakhiwe ngendlela ehambisanayo. Amamojula ahlukene ayalandelana futhi ayaphelelisana ngokuhambisana. Kusuka kokuyisisekelo kohlelo lwe-Python kuye kwizibalo ezingaphelele, okufaka phakathi ukukhohliswa kwedatha enkulu. Uzothuthuka ngezigaba ezilandelanayo, uqongelela izitini ezidingekayo.
Lokhu kuqeqeshwa kuphinde kuhlukaniseke ngendlela eguquguqukayo. Ngokuhlanganisa kokubili ikhodi, idatha, izibalo kanye nezici ze-algorithmic zedatha enkulu. Umbono we-360-degree ubalulekile ukuze wamukele ngokugcwele izindaba.
Izisekelo ze-algebra yomugqa, ngokwesibonelo, zizokhunjulwa. Isidingo esibalulekile sezibalo sokusebenza nedatha ye-vector. Ngokufanayo, kuzogcizelelwa ukuqonda okuningiliziwe kwemiqondo yezibalo engaphansi kwama-algorithms okuhlaziya okubikezela.
Ngakho-ke uzohamba ngokulawula kweqiniso okuphambene kwezinto eziyisisekelo. Ulungele ukubhekana nesayensi yedatha nezifundo zedatha ezinkulu ozithakaselayo ngokuthula kwengqondo okuphelele!
Ukuvula Imibono Emisha
Lesi sifundo esiphelele sihlala ngaphezu kwakho konke siyisingeniso sezinto eziyisisekelo ezidingekayo. Kepha kuzoba isisekelo sangempela kuwe esibheke kuma-horizons athokozisayo. Ngokuthatha lesi sinyathelo sokuqala esibalulekile, uzovula indlela eya emisebenzini eminingi edingeka kakhulu njengamanje.
Lezi zifundo ezithuthuke kakhulu zizokuvumela ukuthi ujulise amasu okuhlola nokusebenzisa idatha enkulu. Njengokufunda komshini ogadiwe nokungagadiwe, ukufunda okujulile, noma izindlela zokuhlanganisa. Amathuba amahle kakhulu emisebenzi ezindaweni ezinamasu ezinkampani.
Uzobe usukhululekile ukuba ugxile emikhakheni ekuthandayo. Ezezimali, ukumaketha, ezempilo, ezokuthutha... Bonke bafuna ochwepheshe bedatha ngokulangazela ukuze bathuthukise izinqubo zabo ngokuhlaziya ubuningi bedatha yabo.
Kodwa ukuze ubambe la mathuba athembisayo, kufanele uqale ubeke izisekelo zakho ngokuqinile. Lesi yisihluthulelo ozokunika sona lesi sifundo sesingeniso esicebile nesisebenzayo!
