Artificial txawj ntse (AI) yog pab cov koom haum hauv kev txhim kho cov khoom thiab cov kev paub ntawm cov neeg siv khoom, txiav txim siab los ntawm cov ntaub ntawv, thiab ua kom cov txheej txheem siv sijhawm. Yuav luag txhua lub koom haum niaj hnub no ntiav tsawg kawg ib hom kev pabcuam los tsom rau lawv cov lag luam tseem ceeb thaum ua haujlwm tawm lwm yam haujlwm rau cov kws tshaj lij thib peb thiab cov neeg koom tes.
Txawm hais tias qhov tseeb tias software ua ib qho kev pabcuam muaj kev siv nyiaj ntau tshaj plaws hauv ntiaj teb ($ 105 lab hauv 2020 ib leeg), IaaS xav tias yuav loj hlob sai dua rau xyoo tom ntej. Kev lag luam thoob ntiaj teb kev txawj ntse (AI) tau nthuav dav.
Tib yam 'raws li kev pabcuam' txheej txheem tam sim no tau siv rau thaj chaw tshiab: AIaaS. AiaaS yog ib lub npe luv rau Artificial Intelligence-as-a-Service. Cov kab lus thiab cov khoom lag luam tau nrov dua, thiab hauv cov ntawv tshaj tawm no, peb yuav saib dab tsi AiaaS entails.
AiaaS yog dab tsi?
Txawm hais tias 'raws li kev pabcuam' cov khoom xws li software thiab infrastructure yog ubiquitous hauv thev naus laus zis sector, qhov kev xav ntawm Artificial Intelligence li kev pabcuam, lossis AIaaS, tseem yog qhov tshiab. Artificial Intelligence ua ib qho kev pabcuam zoo ib yam li lwm yam kev daws teebmeem.
nws yog txoj kev ntse software uas yog muab los ua kev pabcuam rau cov neeg siv khoom los ntawm tus neeg muab kev pabcuam thib peb, thiab nws suav nrog ntau yam AI-powered nta. Cov peev txheej thib peb no tau nyob hauv huab thiab ua rau cov neeg siv kawg hauv Is Taws Nem, yog li ua rau AI nkag tau yooj yim dua.
AI raws li Kev Pabcuam yog hais txog tus neeg thib peb uas muab AI cov yam ntxwv zoo rau kev lag luam hauv kev sib pauv rau kev them nyiaj ib zaug lossis nqi them txhua hli. Nws tsis yog ib qho exaggeration los qhia tias nws yog ib qho kev ua si-hloov rau ntau lub lag luam me-rau-nruab nrab.
Txog thaum tsis ntev los no, ntau lub lag luam tau raug nqi tawm ntawm kev siv Artificial Intelligence rau lawv cov haujlwm vim nws yuav xav tau kev tsim hauv tsev nrog cov yam ntxwv zoo li tib neeg xws li kev xav, kev xav, thiab kev kawm. Nrog AiaaS, tam sim no nkag mus tau ntau dua li yav dhau los, tso cai rau kev lag luam siv artificial txawj ntse rau tej yam xws li kev saib xyuas cov neeg siv khoom, kev txheeb xyuas cov ntaub ntawv, thiab kev tsim khoom automation.
Types of AIaaS
Yog tias koj nyob ntawm no, koj tab tom nrhiav rau qee yam cuab yeej, yog li cia peb saib cov khoom uas muaj nyob hauv khw.
1. xam API's
Ib qho software "intermediary" uas txuas ob daim ntawv thov hu ua API (Application programming Interface). Ib lub vev xaib thib peb lub dav hlau booking, xws li Tripadvisor lossis eBay, sau cov ntaub ntawv los ntawm ntau lub dav hlau databases txhawm rau muab tag nrho lawv cov kev xaiv hauv ib qho chaw yooj yim. Cov neeg tsim tawm tuaj yeem siv qhov kev daws teeb meem AiaaS los ntxiv qee yam thev naus laus zis lossis kev pabcuam rau qhov project yam tsis tas yuav sau cov lej txij thaum pib. Cov kev pabcuam API tseem ceeb suav nrog kev hais lus (NLP), lub zeem muag ntawm lub tshuab, tshawb nrhiav ntse, kev txhais lus, thiab kev paub txog kev xav.
2. Chatbots thiab Digital Assistants
Niaj hnub no, txawm tias koj tshawb xyuas lub vev xaib rau txhua yam los ntawm tsoomfwv cov vev xaib mus rau cov khw muag khaub ncaws, koj yuav tsum tau ua haujlwm hla bots - tshwj xeeb, lawv daim ntawv tshaj tawm, chatbots. Chatbots xyaum tib neeg kev sib tham los ntawm kev siv AI algorithms. Lawv siv cov txheej txheem lus ntuj (NLP) thiab kev kawm tshuab los txhais cov lus nug cov neeg siv thiab muab cov lus teb tsim nyog. Vim tias lawv hnov mob 24 teev hauv ib hnub, xya hnub hauv ib lub lis piam, lawv txuag sijhawm thiab nyiaj txiag, cia cov neeg ua haujlwm tsom mus rau cov haujlwm nyuaj.
3. Machine Learning (ML)
Tshuab kawm algorithms yog siv los ntawm cov lag luam los txheeb xyuas cov qauv hauv ntau cov ntaub ntawv, ua kwv yees, thiab ua kom yooj yim rau kev ua haujlwm. AiaaS ua tshuab kev kawm technology txais yuav yooj yim rau cov koom haum. Cov qauv kev cob qhia ua ntej tuaj yeem siv tau, lossis cov cuab yeej tuaj yeem hloov kho kom tau raws li cov hom phiaj kev lag luam tshwj xeeb. Tag nrho cov no yog ua tau yam tsis muaj kev paub ua ntej ntawm kev kawm tshuab.
Qhov zoo thiab qhov tsis zoo ntawm AIaaS
Yog tias koj tab tom xav txog AI ua qhov kev pabcuam rau koj lub tuam txhab, koj yuav tsum ntsuas cov txiaj ntsig thiab qhov tsis zoo. Qhov no tuaj yeem pab koj txiav txim siab seb nws puas yuav yog kev nqis peev zoo rau koj lub koom haum.
zoo
1. Nqi tsim nyog
Nws yuav siv nyiaj ntau heev thiab kev paub dhau los los tsim cov peev txheej AI hauv tsev. Nws tseem siv sijhawm ntev los tsim thiab sim AI qauv ua ntej lawv tuaj yeem xa mus. Txawm li cas los xij, AIaaS cov kev daws teeb meem tso cai rau koj kom zam dhau qhov kev siv nyiaj no thiab kev phom sij uas tuaj nrog nws thaum tseem nkag mus rau AI peev xwm koj xav tau.
2. Cov nqi pob tshab
Koj tsuas yog them rau qhov koj tau txais thaum koj xaiv AI ua kev pabcuam daws teebmeem. Qhov no txhais tau tias koj yuav tsis them rau AI nta koj lub tuam txhab tsis xav tau, thiab koj tsuas yog raug them thaum koj siv nws tiag tiag.
3. Yooj yim thiab Scalable
AiaaS tso cai rau koj los ntsuas lossis txo koj cov peev txheej txawj ntse raws li qhov xav tau ntawm koj lub lag luam lossis cov haujlwm. Qhov kev hloov pauv no ua rau nws zoo meej rau cov uas nyuam qhuav tau txais lawv ko taw ntub hauv AI nrog rau cov koom haum uas yuav pom kev loj hlob zoo yav tom ntej. Nws kuj tso cai rau koj pom dab tsi ua haujlwm ua ntej kev cog lus.
tsis zoo
1. Kev Nyab Xeeb Teeb Meem
Koj yuav tsum tau tshaj tawm koj cov ntaub ntawv tseem ceeb nrog rau tus neeg muag khoom thib peb kom siv koj qhov kev pabcuam AIaaS. Qhov no yuav ua rau muaj kev txhawj xeeb txog kev nyab xeeb thiab kev ceev ntiag tug. Koj cov ntaub ntawv khaws cia, nkag mus, thiab kev thauj mus los yuav tsum raug tiv thaiv kom tsim nyog los lav tias nws tsis raug cai nkag mus, sib qhia, lossis tshaj tawm.
2. Thib Peb Kev Ntseeg
Koj nyob ntawm peb cov neeg sab nrauv los txhawb koj nrog cov ntaub ntawv raug thaum koj xav tau txij li thaum koj them rau qhov kev pabcuam. Txawm li cas los xij, yog tias software ua yuam kev ua yuam kev lossis ncua sijhawm, qhov no yuav dhau los ua teeb meem.
3. Xaiv cov neeg muag khoom
Hloov mus rau lwm tus neeg xa khoom AiaaS yuav tshwm sim yooj yim. Txawm li cas los xij, txhua tus siv cov lus teb sib txawv, uas yuav tsum muaj qee qhov haujlwm hloov pauv. Xaus-rau-kawg ML cov kev pabcuam lossis cov khoom siv nyuaj dua los hloov vim lawv xav kom koj cov neeg ua haujlwm paub txog lawv thiaj li ua tau haujlwm zoo.
Sab saum toj AIaaS tuam txhab uas muag
Nws yog ib qho tseem ceeb rau kev ntsuam xyuas koj lub hom phiaj, qhov loj ntawm kev lag luam, thiab cov peev nyiaj uas muaj thaum xaiv qhov kev daws teeb meem AI. Koj tseem yuav tau xav txog koj pab neeg lub peev xwm thev naus laus zis nrog rau cov ntaub ntawv koj yuav tsum tau ua. Nov yog cov ntsiab lus luv luv ntawm cov tuam txhab AIaaS zoo tshaj plaws los pab koj txiav txim siab:
- IBM Watson
- AWS
- Microsoft Azure
1. IBM Watson
IBM Watson suav nrog cov txheej txheem AI thev naus laus zis txhawm rau pab cov lag luam loj hauv kev ua tau zoo tshaj plaws ntawm lawv cov ntaub ntawv. Watson Assistant (rau lub tsev pabcuam virtual) thiab Watson Natural Language Nkag siab yog ob qho piv txwv ntawm cov ntawv ua ntej ua ntej (kom ua tiav cov ntawv txheeb xyuas qib siab). IBM Watson Studio tso cai rau cov neeg tsim khoom tsim, cob qhia, thiab xa cov qauv kev kawm tshuab hla tej huab. Nws tsis yog qhov tsim nyog kom muaj kev paub ua ntej ntawm kev kawm tshuab lossis cov ntaub ntawv tshawb fawb.
2. AWS
Kev cob qhia ua ntej AI Services los ntawm AWS muab kev txawj ntse npaj txhij rau koj cov apps thiab kev ua haujlwm. AI Cov Kev Pabcuam txuas seamlessly nrog koj cov apps los daws cov teeb meem siv xws li cov lus pom zoo, hloov kho koj chaw sib cuag, txhim kho kev nyab xeeb thiab kev ruaj ntseg, thiab nce kev koom tes ntawm cov neeg siv khoom. Koj tau txais txiaj ntsig zoo thiab raug los ntawm kev kawm tsis tu ncua APIs vim peb siv tib lub tshuab kev kawm tob uas tsav Amazon.com thiab lwm yam kev pabcuam ML. Thiab, qhov zoo tshaj plaws, AWS AI Services tsis tas yuav tsum paub txog kev kawm tshuab ua ntej.
3. Microsoft Azure
Azure yog Microsoft-tsim pej xeem huab-raws li platform. Nws suav nrog ntau yam ntawm AI thiab kev kawm tshuab kev daws teeb meem rau cov neeg tsim khoom ua ib qho ntawm cov chaw muab kev pabcuam AIaaS loj. Nrog Azure Cognitive Services APIs, koj tuaj yeem ntxiv ntau lub peev xwm AI (xws li tshuab kev kawm los yog sau ntawv rho tawm) rau koj cov apps. Koj kuj tseem tuaj yeem siv Azure Bot Service los tsim ib yam ntawm bot, los ntawm Q&A bot mus rau koj tus kheej lub npe virtual pab, hauv ib feeb.
xaus
AiaaS muab ntau qhov zoo uas nyiam cov neeg siv khoom thaum ntxov vim nws yog thaj chaw nrawm nrawm. Nws ua rau cov tuam txhab siv lawv cov ntaub ntawv los daws cov teeb meem nyuaj thiab kom tau txais kev pom sai dua, muaj tseeb dua rau lawv cov neeg siv khoom thiab kev lag luam, ua rau lawv txiav txim siab ua lag luam thiab kev lag luam zoo dua.
Nws kuj tseem pab lawv txhim kho cov neeg siv khoom los ntawm kev ua haujlwm thiab kho cov lus thiab txhim kho cov neeg siv khoom. Tsis tas li ntawd, AiaaS cov kev daws teeb meem tuaj yeem pab cov koom haum hauv kev nce nyiaj tau los thiab tau txais txiaj ntsig zoo sib tw. Txawm li cas los xij, nws qhov tsis zoo qhia tias tseem muaj lub sijhawm rau kev txhim kho.
Nws yog ib qho tseem ceeb uas yuav tsum nco ntsoov tias kev ua haujlwm AIaaS hauv kev tsim khoom los nrog cov nqi tseem ceeb thiab kev phom sij. Yog li, xyuas kom koj ntsuas txhua qhov zoo thiab qhov tsis zoo ua ntej xaiv AIaaS.
Sau ntawv cia Ncua