Cov txheej txheem:
Video: Vim li cas peb yuav tsum kawm tshuab kev kawm?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
Iterative nam ntawm tshuab kev kawm Nws yog ib qho tseem ceeb vim tias cov qauv raug nthuav tawm rau cov ntaub ntawv tshiab, lawv tuaj yeem hloov kho nws tus kheej. Lawv kawm los ntawm yav dhau los xam los tsim txhim khu kev qha, rov qab txiav txim siab thiab cov txiaj ntsig. Nws yog ib qho kev tshawb fawb uas tsis yog tshiab - tab sis ib qho uas tau txais freshmomentum.
Ib yam li ntawd, nws puas yooj yim kawm tshuab kev kawm?
Txawm li cas los xij, tshuab kev kawm tseem yog ib qho teeb meem nyuaj. Tsis muaj qhov tsis ntseeg txog kev tshawb fawb ntawm kev nce qib tshuab kev kawm algorithms los ntawm kev tshawb fawb yog nyuaj . Kev kawm tshuab tseem yog ib qho teeb meem nyuaj thaum siv cov algorithms uas twb muaj lawm thiab cov qauv ua haujlwm zoo rau koj daim ntawv thov tshiab.
Python puas tsim nyog rau kev kawm tshuab? Koj tsuas kawm tau cov ntsiab lus ntawm tshuab kev kawm tsis muaj Python lossis lwm yam lus tab sis ua raws li cov ntsiab lus no rau koj xav tau kawm yam tsawg kawg ib hom lus thiab Python yog qhov zoo tshaj plaws rau beginners. Cov lus yog qhov zoo rau siv thaum ua haujlwm nrog tshuab kev kawm algorithmsand muaj ib qho yooj yim syntax kuj.
Yog li, kuv yuav tsum kawm dab tsi ua ntej kev kawm tshuab?
Yuav tsum muaj kev paub ua ntej ntawm cov hauv qab no yog qhov tsim nyog ua ntej kev kawm tshuab
- Linear algebra.
- Calculus.
- Qhov kev xav tau.
- Programming.
- Optimization txoj kev xav.
Puas yog Machine Learning yog txoj haujlwm zoo?
Nyob rau niaj hnub no, Machine Learning yog ib qho ntawm lawv nyiam tshaj plaws (yog tias tsis yog feem ntau!) hauj lwm kev xaiv. Cov txheej txheem no pib nrog pub rau lawv (tsis yog lus!) zoo zoo dataand ces cob qhia cov tshuab los ntawm kev tsim ntau yam tshuab kev kawm qauv siv cov ntaub ntawv thiab sib txawv algorithms.
Pom zoo:
Vim li cas koj yuav tsum tshuaj xyuas cov cav tsis tu ncua thiab koj yuav tsum tswj txoj haujlwm no li cas?
Los ntawm kev saib xyuas kev ruaj ntseg, lub hom phiaj ntawm lub cav yog ua raws li tus chij liab thaum muaj ib yam dab tsi phem tshwm sim. Kev tshuaj xyuas cov cav tsis tu ncua tuaj yeem pab txheeb xyuas qhov kev tawm tsam tsis zoo ntawm koj lub cev. Muab qhov loj ntawm cov ntaub ntawv cav tsim los ntawm cov tshuab, nws yog qhov ua tsis tau zoo los tshuaj xyuas tag nrho cov cav no manually txhua hnub
Vim li cas cov tuam txhab yuav tsum siv tshuab kev kawm?
Kev kawm tshuab hauv kev lag luam pab txhim kho kev lag luam scalability thiab txhim kho kev lag luam kev lag luam rau cov tuam txhab thoob plaws ntiaj teb. Cov cuab yeej txawj ntse txawj ntse thiab ntau ML algorithms tau txais txiaj ntsig zoo hauv zej zog kev lag luam kev lag luam
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:
Vim li cas peb thiaj li yuav tsum ua qhov kev ntsuam xyuas algorithm?
Kev tsom xam algorithm yog ib feem tseem ceeb ntawm kev sib piv kev sib tw dav dav, uas muab kev kwv yees theoretical rau cov peev txheej xav tau los ntawm txhua lub algorithm uas daws qhov teeb meem muab xam. Cov kev kwv yees no muab kev nkag siab rau cov lus qhia tsim nyog ntawm kev tshawb nrhiav algorithms ua haujlwm tau zoo
Vim li cas peb thiaj li yuav tsum kawm computer fundamentals?
Qhov tseem ceeb tshaj plaws ntawm computer science yog kev daws teeb meem, ib qho txuj ci tseem ceeb rau lub neej. Cov tub ntxhais kawm kawm txog kev tsim, kev tsim kho thiab kev tshuaj xyuas software thiab kho vajtse siv los daws cov teeb meem hauv ntau yam kev lag luam, kev tshawb fawb thiab kev sib raug zoo