python machine learning

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Iqukethe izikhangiso

Mayelana nalolu hlelo lokusebenza

Zilungiselele ukucwila emhlabeni wokufunda ngomshini (ML) ngokusebenzisa iPython! Lesi sifundo senzelwe wena noma ngabe ufuna ukuqhubekisela phambili umsebenzi wakho Wesayensi Yedatha noma uqalise Ekufundeni Ngomshini Nokufunda Okujulile.

kuhlelo lokusebenza lokufunda lomshini we-python, sizobe sixoxa nge-Scikit funda nge-python. Ngaphambi kokukhuluma nge-Scikit funda, umuntu kufanele aqonde umqondo wokufunda ngomshini futhi kufanele azi ukuthi iPython isetshenziswa kanjani ku-Data Science. Ngokufunda ngomshini, awudingi ukuqoqa imininingwane yakho mathupha. Udinga nje i-algorithm futhi umshini uzokwenzela okunye! Akujabulisi lokhu? I-Scikit Learning ingenye yezinto ezikhangayo lapho singasebenzisa khona ukufunda ngomshini sisebenzisa iPython. Iwumtapo wolwazi wokufunda womshini wamahhala oqukethe amathuluzi alula nasebenzayo okuhlaziya idatha nezinjongo zezimayini. Ngizokuhambisa kulezi zihloko ezilandelayo:

● Kuyini Ukufunda Ngomshini?
● Yini i-Artificial Intelligence?
● ukufunda komshini we-python
● I-AI nePython: Kungani?

Funda isayensi yedatha yePython
Idatha ingamafutha amasha. Lesi sitatimende sibonisa ukuthi zonke izinhlelo zesimanje ze-IT zisebenza kanjani ngokuthwebula, ukugcina, nokuhlaziya idatha ukuze kuhlangatshezwane nezidingo ezahlukahlukene. Kungakhathaliseki ukuthi ukwenza isinqumo sebhizinisi, ukubikezela isimo sezulu, ukufunda izakhiwo zamaprotheni kubhayoloji, noma ukuklama umkhankaso wokumaketha. Zonke lezi zimo zibandakanya indlela yemikhakha eminingi ekusetshenzisweni kwamamodeli ezibalo, izibalo, amagrafu, imininingwane yolwazi kanye nezizathu zebhizinisi noma zesayensi zokuhlaziya idatha.

Funda Numpy
I-NumPy, emele i-Numerical Python, iwumtapo wezincwadi oqukethe izinto ezifanayo ezinobukhulu obuhlukahlukene kanye nesethi yemizila yokukhohlisa lawo malungu. Nge-NumPy, kokubili ukusebenza kwe-arithmetic nokunengqondo kungenziwa kumalungu afanayo. Lesi sifundo sichaza izinto eziyisisekelo ze-NumPy ezifana nesakhiwo sayo nendawo ezungezile. Iphinde ixoxe ngemisebenzi yezinhla ezifanayo ezihlukene, izinhlobo zezinkomba, njll. Kuphinde kwanikezwa isingeniso se-Matplotlib. Konke lokhu kuchazwa ngosizo lwezibonelo zokuqonda kangcono.

Ukufunda Ngomshini kwenza ikhompuyutha ifunde ekutadisheni idatha nezibalo. Ukufunda ngomshini kuyisinyathelo esibheke ku-Artificial Intelligence (AI). Ukufunda ngomshini kuwuhlelo oluhlaziya idatha futhi lufunde ukubikezela umphumela.

Umhlahlandlela wokufunda ngomshini wabaqalayo
Ukufunda ngomshini ngokuyisisekelo kuwumkhakha wesayensi yekhompiyutha ngosizo lapho izinhlelo zamakhompiyutha zinganikeza incazelo kudatha ngendlela efanayo eyenziwa ngabantu. Ngamagama alula, i-ML iwuhlobo lobuhlakani bokwenziwa obukhipha amaphethini kudatha eluhlaza kusetshenziswa i-algorithm noma indlela.

Kungenzeka ukuthi uzwe lawa magama ndawonye: I-AI, Ukufunda Ngomshini, nokufunda ngomshini we-python. Isizathu salokhu ukuthi iPython ingolunye lwezilimi ezifaneleke kakhulu ze-AI ne-ML. I-Python ingolunye lwezilimi zokuhlela ezilula futhi i-AI ne-ML ubuchwepheshe obuyinkimbinkimbi kakhulu. Le nhlanganisela ephambene ibenza babe ndawonye.

Funda ubuhlakani bokwenziwa mahhala kuhlelo lokusebenza lokufunda lomshini we-python
I-Artificial intelligence ubuhlakani obuboniswa yimishini, ngokuphambene nobuhlakani obuboniswa abantu.
Lolu hlelo lokusebenza luhlanganisa imiqondo eyisisekelo yemikhakha ehlukahlukene yobuhlakani bokwenziwa efana namanethiwekhi okwenziwa emizwa, ukucubungula ulimi lwemvelo, ukufunda ngomshini, ukufunda okujulile, ama-algorithms wofuzo, njll., futhi iwasebenzisa kuPython.
Ngayo yonke imiqondo eminingi ozoyifunda, kuzogcizelelwa kakhulu ekufundeni ngokufunda. Uzosebenza nemitapo yolwazi yePython efana ne-SciPy ne-scikit-learn futhi usebenzise ulwazi lwakho ngamalebhu. Kuphrojekthi yokugcina uzobonisa amakhono akho ngokwakha, ukuhlola nokuqhathanisa amamodeli amaningana wokufunda ngomshini usebenzisa ama-algorithms ahlukene.