Cov txheej txheem:
Video: Kuv yuav tsum kawm dab tsi rau kev kawm tshuab?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
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:
Ntawm no, kuv yuav tsum paub dab tsi ua ntej kawm tshuab kev kawm?
Yuav tsum muaj kev paub ua ntej hauv qab no yog qhov tsim nyog ua ntej kev kawm tshuab
- Linear algebra.
- Calculus.
- Qhov kev xav tau.
- Programming.
- Optimization txoj kev xav.
Tsis tas li ntawd, kuv yuav tsum kawm dab tsi hauv Python rau kev kawm tshuab? numpy - feem ntau pab tau rau nws cov khoom N-dimensional array. pandas - Python cov ntaub ntawv tsom xam cov tsev qiv ntawv, suav nrog cov qauv xws li dataframes. matplotlib - 2D plotting tsev qiv ntawv tsim tawm cov duab zoo. scikit- kawm - tus tshuab kev kawm algorithms siv rau kev txheeb xyuas cov ntaub ntawv thiab cov ntaub ntawv tsuas ua haujlwm.
Xav txog qhov no, qhov twg yog qhov chaw zoo tshaj plaws rau kev kawm tshuab?
Cov chav kawm online zoo tshaj plaws rau kev kawm tshuab
- Fast.ai. Fast.ai muab ntau yam kev kawm uas suav nrog kev kawm tshuab thiab AI, suav nrog qee qhov ntawm cov hauv paus pib pib nrog cov thev naus laus zis.
- DataCamp. DataCamp muaj kev cob qhia kev cob qhia, nrog ntau yam ntsiab lus ntsig txog kev kawm tshuab.
- Udemy.
- EdX.
- Chav Central.
- Udacity.
- FutureLearn.
- Coursera.
Puas nyuaj rau kev kawm tshuab?
Tsis muaj qhov tsis ntseeg txog kev tshawb fawb ntawm kev nce qib tshuab kev kawm algorithms los ntawm kev tshawb fawb yog nyuaj . Nws yuav tsum tau muaj tswv yim, sim thiab tenacity. Kev kawm tshuab seem a nyuaj teeb meem thaum siv cov algorithms uas twb muaj lawm thiab cov qauv ua haujlwm zoo rau koj daim ntawv thov tshiab.
Pom zoo:
Dab tsi yog lub tswv yim uas txuas rau Is Taws Nem ntawm Yam tseem ceeb ntawm lub tshuab rau lub tshuab?
Is Taws Nem ntawm Txhua Yam (IoE) yog lub tswv yim uas nthuav dav Internet ntawm Yam (IoT) tseem ceeb ntawm kev sib txuas lus ntawm tshuab-rau-machine (M2M) los piav qhia txog cov txheej txheem nyuaj uas tseem suav nrog tib neeg thiab cov txheej txheem
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
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
Vim li cas peb yuav tsum kawm tshuab kev kawm?
Qhov tseem ceeb ntawm kev kawm tshuab yog qhov tseem ceeb vim tias cov qauv raug nthuav tawm cov ntaub ntawv tshiab, lawv tuaj yeem hloov kho nws tus kheej. Lawv kawm los ntawm kev suav yav dhau los los tsim cov kev txiav txim siab rov ua dua tshiab thiab cov txiaj ntsig tau
Dab tsi yog qhov yuav tsum tau ua rau kev ntsuas kev ua haujlwm?
Lub hauv paus yuav tsum tau ua ua ntej rau kev ntsuas kev ua tau zoo suav nrog kev nkag siab txog daim ntawv thov nyob rau hauv kev sim, txheeb xyuas cov kev xav tau ntawm kev ua haujlwm xws li lub sijhawm teb, qhov qub thiab qhov siab tshaj plaws, cov qauv tsheb sib tw, thiab xav tau lossis xav tau sijhawm