Video: Kev kawm tshuab siv Python yog dab tsi?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
Taw qhia Rau Machine Learning siv Python. Kev kawm tshuab yog ib hom kev txawj ntse txawj ntse (AI) uas muab cov khoos phis tawj nrog lub peev xwm los kawm yam tsis tau tsim tshwj xeeb. Kev kawm tshuab tsom rau kev txhim kho Computer Programs uas tuaj yeem hloov pauv thaum raug cov ntaub ntawv tshiab.
Kuj nug, Python puas zoo rau kev kawm tshuab?
Python yog dav suav hais tias yog hom lus nyiam rau kev qhia thiab kev kawm Ml ( Machine Learning ). Raws li piv rau c, c ++ thiab Java cov syntax yog yooj yim dua thiab Python kuj muaj ntau lub tsev qiv ntawv code kom yooj yim siv. > Txawm hais tias nws qeeb dua qee yam ntawm lwm yam lus, cov ntaub ntawv tuav lub peev xwm yog zoo heev.
Kuj Paub, kev kawm tshuab siv rau dab tsi? Kev kawm tshuab yog ib daim ntawv thov ntawm kev txawj ntse txawj ntse (AI) uas muab cov tshuab muaj peev xwm los kawm tau thiab txhim kho los ntawm kev paub yam tsis tau tsim tshwj xeeb. Kev kawm tshuab tsom rau kev txhim kho cov khoos phis tawj uas tuaj yeem nkag mus rau cov ntaub ntawv thiab siv nws kawm rau lawv tus kheej.
Kuj Paub, qhov twg kuv tuaj yeem kawm tshuab kev kawm hauv Python?
Yog tias koj tsis tshiab rau programming tab sis tshiab rau Python Nws yog qhov ua tau los ua ke kev kawm ML thiab Python ua ke. Koj yuav tsum tau paub zoo nrog cov tsev qiv ntawv NumPy, Pandas, SciPy thiab scikit- kawm . Kev kawm ML Kuv xav qhia ob qhov kev kawm pub dawb no: Machine Learning los ntawm Stanford University ntawm Coursera.
Python siv li cas hauv AI?
Python muaj cov tsev qiv ntawv nplua nuj, nws kuj yog cov khoom taw qhia, yooj yim rau kev pab cuam. Nws tuaj yeem ua tau siv raws li cov lus frontend. Yog vim li cas nws yog siv hauv kev txawj ntse . Ntau dua li AI nws kuj yog siv hauv kev kawm tshuab, khoos phis tawj, NLP programming thiab lwm yam siv raws li lub vev xaib sau ntawv lossis hauv Ethical hacking.
Pom zoo:
Generalization yuam kev hauv tshuab kev kawm yog dab tsi?
Hauv kev saib xyuas cov ntawv thov kev kawm hauv tshuab kev kawm thiab kev tshawb fawb txog kev tshawb fawb, kev ua yuam kev dav dav (tseem hu ua qhov tsis zoo ntawm cov qauv) yog ib qho kev ntsuas ntawm qhov tseeb ntawm qhov algorithm tuaj yeem kwv yees qhov txiaj ntsig ntawm cov ntaub ntawv yav dhau los tsis pom
Kuv yuav tsum kawm dab tsi rau kev kawm tshuab?
Nws yuav zoo dua yog tias koj kawm ntxiv txog cov ncauj lus hauv qab no kom ntxaws ua ntej koj pib kawm tshuab kev kawm. Txoj Kev Ua Tau Zoo. Linear Algebra. Graph Theory. Optimization Theory. Txoj kev Bayesian. Calculus. Multivariate Calculus. Thiab programming lus thiab databases xws li:
Kev kawm tshuab hauv kev txawj ntse yog dab tsi?
Kev kawm tshuab (ML) yog ib ceg ntawm kev tshawb fawb tau mob siab rau txoj kev kawm ntawm algorithms thiab cov qauv kev txheeb cais uas lub tshuab computer siv los ua ib txoj haujlwm tshwj xeeb yam tsis siv cov lus qhia meej, tso siab rau cov qauv thiab kev xav hloov
Dab tsi yog kev xa mus rau hauv kev kawm tshuab?
Kev xa tawm yog txoj hauv kev uas koj muab cov qauv kev kawm amachine rau hauv ib puag ncig uas twb muaj lawm los txiav txim siab ua lag luam ua lag luam raws li cov ntaub ntawv
Dab tsi yog kev faib algorithms hauv kev kawm tshuab?
Ntawm no peb muaj hom kev faib tawm algorithms hauv Machine Learning: Linear Classifiers: Logistic Regression, Naive Bayes Classifier. Nyob ze ze. Txhawb Vector Machine. Ntoo txiav txim siab. Tsob Ntoo Boosted. Random Hav zoov. Neural Networks