Qhov Tseem Ceeb Qhov Sib Txawv - Tshuab Kawm vs Artificial Intelligence
Artificial Intelligence yog ib lub tswv yim dav. Cov tsheb uas tsav tus kheej, lub tsev ntse yog qee qhov piv txwv ntawm Artificial Intelligence. Qee lub tebchaws muaj cov neeg txawj ntse hauv kev lag luam xws li tshuaj, kev tsim khoom, tub rog, kev ua liaj ua teb, thiab tsev neeg. Machine Learning yog ib hom kev txawj ntse Artificial. Qhov sib txawv tseem ceeb ntawm Machine Learning thiab Artificial Intelligence yog qhov Machine Learning yog ib hom kev txawj ntse uas muab lub peev xwm rau lub khoos phis tawj kawm yam tsis muaj programmed thiab Artificial Intelligence yog txoj kev xav thiab kev loj hlob ntawm lub khoos phis tawj tuaj yeem ua cov haujlwm ntse zoo ib yam li. ib tug neeg. Machine Learning siv cov algorithm los txheeb xyuas cov ntaub ntawv, kawm los ntawm nws thiab txiav txim siab raws li. Nws yog kev txhim kho ntawm tus kheej-kev kawm algorithms, thiab Artificial Intelligence yog kev tshawb fawb ntawm kev tsim cov txheej txheem lossis software uas ntse raws li tib neeg.
Machine Learning yog dab tsi?
Ib qho algorithm yog ib ntu ntawm cov kauj ruam uas qhia lub computer kom daws tau qhov teeb meem. Machine Learning yog ib hom kev txawj ntse Artificial. Nws muab cov khoos phis tawj muaj peev xwm kawm yam tsis muaj programmed tshwj xeeb. Lawv yog ntau yam algorithms muaj rau kev daws teeb meem Machine Learning. Nyob ntawm seb hom teeb meem, ib tus tuaj yeem xaiv qhov tsim nyog Machine Learning algorithm. Nws tsom rau kev tsim cov khoos phis tawj uas tuaj yeem ua rau muaj txiaj ntsig thaum raug cov ntaub ntawv tshiab.
Muaj ntau hom Machine Learning. Lawv yog Kev Saib Xyuas Kev Kawm, Kev Kawm Tsis Muaj Kev Saib Xyuas thiab Kev Kawm Ntxiv. Kev Saib Xyuas Kev Kawm siv cov ntaub ntawv paub los ua kev kwv yees. Ib txheej ntawm cov ntaub ntawv tawm tswv yim (X) thiab teeb tsa cov lus teb muaj txiaj ntsig lossis cov txiaj ntsig (Y) raug muab rau kev saib xyuas kev kawm algorithm. Cov ntaub ntawv ntawd yog lub npe hu ua cov ntaub ntawv qhia kev kawm. Siv cov ntaub ntawv ntawd, cov algorithm tsim cov qauv (Y=f (X)), yog li nws tuaj yeem muab tus nqi tso tawm kom tiav cov ntaub ntawv tshiab.
Kev faib tawm thiab kev rov ua dua yog Kev Saib Xyuas Tshuab Kev Kawm algorithms. Kev faib tawm yog siv los faib cov ntaub ntawv. Ib qho piv txwv yooj yim yog "txawm qhov kub thiab txias". Cov lus teb tuaj yeem yog "yog" lossis "tsis yog". Muaj ib tug xov tooj ntawm kev xaiv los faib. Yog tias muaj ob txoj kev xaiv, nws yog ob chav kawm. Yog tias muaj ntau tshaj li ob txoj kev xaiv, nws yog kev faib ua ntau hom. Regression yog siv los xam cov lej tso zis. Piv txwv li, kwv yees qhov kub ntawm tag kis. Lwm qhov piv txwv yuav kwv yees tus nqi ntawm lub tsev.
Nyob rau hauv Unsupervised Learning, tsuas yog muab cov ntaub ntawv tawm tswv yim, thiab tsis muaj cov txiaj ntsig zoo sib xws. Xwb, lub algorithm nrhiav tus qauv lossis cov qauv kom paub ntau ntxiv txog cov ntaub ntawv. Clustering yog categorized li Unsupervised Learning. Nws cais cov ntaub ntawv rau hauv pab pawg lossis pawg kom yooj yim rau kev txhais cov ntaub ntawv.
Daim duab 01: Kev Kawm Tshuab
Txoj Kev Kawm Ntxiv yog kev tshoov siab los ntawm kev coj cwj pwm kev xav. Nws txhawj xeeb txog kev ua kom tiav qee qhov kev xav ntawm cov khoom plig sib sau. Ib qho piv txwv ntawm Kev Txhim Kho Kev Kawm yog los ntawm kev qhia lub computer ua si chess. Muaj ntau ntau kauj ruam hauv kev kawm chess. Yog li ntawd, nws tsis tuaj yeem qhia txog txhua kauj ruam. Tab sis nws muaj peev xwm qhia tau, seb qhov kev txiav txim twg tau ua tiav lossis tsis raug. Hauv Kev Txhim Kho Kev Kawm, lub khoos phis tawj yuav sim ua kom tau txais txiaj ntsig zoo tshaj plaws thiab kawm los ntawm kev paub dhau los. Lwm qhov piv txwv yog Automatic Temperature Controller. Lub kaw lus yuav tsum nce lossis txo qhov kub raws li qhov yuav tsum tau ua. Kev kawm txhawb zog yog qhov zoo rau cov txheej txheem uas yuav tsum txiav txim siab yam tsis muaj kev taw qhia tib neeg.
Dab tsi yog Artificial Intelligence?
Artificial Intelligence yog ua kom lub computer, lub computer tswj neeg hlau, lossis software xav tias ntse zoo ib yam li tib neeg. Nws siv rau lub cev, txoj kev xav ntawm tib neeg, tib neeg kawm li cas, txiav txim siab thiab daws teeb meem. Thaum kawg, tsim kom muaj kev txawj ntse thiab ntse. Artificial Intelligence yog ib qho kev siv thev naus laus zis hauv lub ntiaj teb niaj hnub no. Nws yog kev sib koom ua ke ntawm ntau yam kev qhuab qhia xws li Computer Science, Biology, Mathematics thiab Engineering.
Daim duab 02: Artificial Intelligence
Muaj ntau daim ntawv thov ntawm Artificial Intelligence (AI). Cov ntawv thov kev ua si niaj hnub siv AI. Kev tshawb fawb AI kuj suav nrog Kev Ua Lus Ntuj. Nws yog muab lub peev xwm rau lub khoos phis tawj lossis tshuab kom nkag siab cov lus ntuj hais los ntawm tib neeg thiab ua haujlwm raws li. Lwm daim ntawv thov yog Industrial Robots. Muaj ntau cov neeg hlau sophisticated nrog cov processors ua tau zoo thiab ntau lub cim xeeb. Lawv tuaj yeem hloov kho rau ib puag ncig tshiab thiab sau cov ntaub ntawv siv lub teeb, kub, suab thiab lwm yam. Lawv tau siv rau hauv thaj chaw xws li tshuaj thiab kev tsim khoom. Artificial Intelligence kuj tau siv rau hauv kev paub txog tus cwj pwm kho qhov muag, lub tsheb tsis siv neeg, kev sim ua tub rog, thiab ntau yam ntxiv.
Dab tsi zoo sib xws ntawm Machine Learning thiab Artificial Intelligence?
- Ob leeg tuaj yeem siv los tsim cov txheej txheem sophisticated los ua qee yam haujlwm.
- Ob leeg yog raws li Kev Tshawb Fawb thiab lej.
- Machine Learning yog qhov kev siv thev naus laus zis tshiab ntawm Artificial Intelligence.
Qhov txawv ntawm Machine Learning thiab Artificial Intelligence yog dab tsi?
Machine Learning vs Artificial Intelligence |
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| Machine Learning yog hom Artificial Intelligence uas muab lub peev xwm rau lub khoos phis tawj los kawm yam tsis tau piav qhia meej. Nws siv cov algorithm los txheeb xyuas cov ntaub ntawv, kawm los ntawm nws, thiab txiav txim siab raws li. | Artificial Intelligence yog txoj kev xav thiab kev txhim kho ntawm cov tshuab computer tuaj yeem ua haujlwm tau ntse zoo ib yam li tib neeg. |
| muaj nuj nqi | |
| Machine Learning tsom rau qhov raug thiab cov qauv. | Artificial Intelligence tsom rau tus cwj pwm ntse thiab kev hloov siab tshaj plaws ntawm kev ua tiav. |
| Kev Kawm Tshuab tuaj yeem muab faib ua Tus Saib Xyuas Kev Kawm, Kev Kawm Tsis Muaj Kev Saib Xyuas, thiab Kev Kawm Ntxiv. | Kev txawj ntse raws li daim ntawv thov tuaj yeem faib raws li thov lossis dav. |
Summary – Machine Learning vs Artificial Intelligence
Kev Txawj Ntse yog qhov ua ntej thiab kev qhuab qhia dav. Nws muaj ntau yam haujlwm xws li Engineering, Lej, Computer Science, thiab lwm yam. Qhov txawv ntawm Machine Learning thiab Artificial Intelligence yog tias Machine Learning yog hom Artificial Intelligence uas muab lub peev xwm rau lub khoos phis tawj kawm yam tsis muaj programmed thiab Artificial txawj ntse. Kev txawj ntse yog qhov kev xav thiab kev loj hlob ntawm cov tshuab computer muaj peev xwm ua tau cov haujlwm ntse zoo ib yam li tib neeg. Machine Learning yog qhov kev siv thev naus laus zis tshiab ntawm Artificial Intelligence.
Download the PDF Version of Machine Learning vs Artificial Intelligence
Koj tuaj yeem rub tawm PDF version ntawm kab lus no thiab siv nws rau offline hom phiaj raws li daim ntawv ceeb toom. Thov download PDF version ntawm no Qhov txawv Ntawm Tshuab Kawm thiab Artifical Intelligence
