Isiqulatho[Fihla][Bonisa]
I-Artificial Intelligence (AI) inceda imibutho ekuphuculeni iimveliso kunye namava abathengi, ukwenza izigqibo eziqhutywa yidatha, kunye neenkqubo ezizenzekelayo zokuchitha ixesha. Phantse wonke umbutho kule mihla uqesha ubuncinci uhlobo olunye lwenkonzo enikezela ngokugxila kushishino lwawo olungundoqo ngelixa ukhupha eminye imisebenzi kwiingcali zomntu wesithathu kunye namaqabane.
Ngaphandle kwento yokuba isoftware njengenkonzo ineyona nkcitho inkulu yehlabathi (i-105 yezigidi zeedola ngo-2020 kuphela), i-IaaS kulindeleke ukuba ikhule ngokukhawuleza kwiminyaka ezayo. Imarike yobukrelekrele behlabathi jikelele (AI) iyakhula.
Indlela efanayo 'njengenkonzo' ngoku isetyenziswa kwintsimi entsha: AIaaS. I-AIaaS sisishunqulelo se-Artificial Intelligence-as-a-Service. Ibinzana kunye nemveliso ziya zithandwa ngakumbi, kwaye kwesi sithuba, siza kujonga ukuba i-AIaaS ibandakanya ntoni.
Yintoni i-AIaaS?
Ngelixa iimpahla 'njengenkonzo' ezifana nesoftware kunye neziseko zophuhliso zikho kuyo yonke indawo kwicandelo lobugcisa, uluvo lweArtificial Intelligence njengenkonzo, okanye i-AIaaS, isentsha noko. I-Artificial Intelligence njengenkonzo ifana nayo nayiphi na enye isisombululo esingaphandle kwebhokisi.
Yi isoftware yobukrelekrele enikezelwa njengenkonzo kumthengi ngumboneleli womntu wesithathu, kwaye ibandakanya iintlobo ngeentlobo zeempawu ze-AI. Ezi zakhono zomntu wesithathu zigcinwe efini kwaye zenziwe zifumaneke kubasebenzisi bokugqibela nge-intanethi, ngoko ke yenza ukuba i-AI ifikeleleke ngakumbi.
I-AI njengeNkonzo ibhekisa kumntu wesithathu onikezela ngeempawu ze-AI eziphucukileyo kumashishini ngokutshintshiselana ngentlawulo yexesha elinye okanye intlawulo yenyanga. Ayikokubaxo ukucebisa ukuba kukutshintsha umdlalo kumashishini amaninzi amancinci ukuya kwephakathi.
Ukuza kuthi ga mva nje, amashishini amaninzi aye amaxabiso aphuma ekwamkeleni ubukrelekrele beArtificial Intelligence kwimisebenzi yabo kuba ibinokufuna ukwenziwa kwangaphakathi kweenkqubo ezineempawu ezifana nezomntu njengokuqiqa, ukucinga, kunye nokufunda. Nge-AIaaS, ngoku ifikeleleka ngakumbi kunanini ngaphambili, ivumela amashishini ukuba asebenzise Kukubhadla okungeyonyani kwizinto ezifana nokukhathalelwa kwabathengi, uhlalutyo lwedatha, kunye nemveliso ezenzekelayo.
Iintlobo ze-AIaaS
Ukuba ulapha, ngokuqinisekileyo ufuna isixhobo esithile, ngoko ke makhe sijonge kwezona zixhaphakileyo kwimarike.
1. Computing API's
Isoftware "umthetheleli" edibanisa iinkqubo ezimbini yaziwa ngokuba yi-API (Isicelo soLungiselelo Ujongano). Iwebhusayithi yokubhukisha yenkampani yesithathu, efana ne-Tripadvisor okanye i-eBay, iqokelela idatha kwiinkcukacha ezininzi ze-airline ukwenzela ukubonelela zonke iinketho zabo kwindawo enye efanelekileyo. Abaphuhlisi banokusebenzisa isisombululo se-AIaaS ukongeza iteknoloji ethile okanye inkonzo kwiprojekthi ngaphandle kokubhala ikhowudi ukusuka ekuqaleni. Iinkonzo eziphambili ze-API ziquka iilwimi (NLP), umbono womatshini, ukukhangela ngobuchule, uguqulelo, kunye nokufumanisa imvakalelo.
2. IiChatbots kunye nabaNcedisi beDijithali
Kule mihla, nokuba uphonononga iwebhu kuyo nantoni na ukusuka kwiiwebhusayithi zikarhulumente ukuya kubathengisi beempahla, unyanzelekile ukuba ubaleke kuyo yonke i-bots - ngokukodwa, eyona ndlela ixhaphakileyo, ii-chatbots. Ii-Chatbots zixelisa iincoko zabantu ngokusebenzisa i-AI algorithms. Basebenzisa inkqubo yolwimi lwendalo (NLP) kunye nokufunda koomatshini ukutolika imibuzo yabasebenzisi kunye nokubonelela ngeempendulo ezifanelekileyo. Ngenxa yokuba basabela iiyure ezingama-24 ngosuku, iintsuku ezisixhenxe ngeveki, bonga ixesha nemali, nto leyo evumela abasebenzi ukuba bagxile kwimisebenzi enzima ngakumbi.
3. Ukufunda ngoomatshini (ML)
Ii-algorithms zokufunda koomatshini zisetyenziswa ngamashishini ukuchonga iipateni kubuninzi bedatha, yenza uqikelelo, kwaye wenze lula imisebenzi. I-AIaaS yenza yokufunda umatshini ukwamkelwa kweteknoloji elula kwimibutho. Iimodeli eziqeqeshwe kwangaphambili zinokusetyenziswa, okanye izixhobo zinokwenziwa ngokwezifiso ukuhlangabezana neenjongo zoshishino ezizodwa. Konke oku kunokwenzeka ngaphandle kolwazi lwangaphambili lokufunda koomatshini.
Izinto eziluncedo kunye nokungalunganga kwe-AIaaS
Ukuba ucinga nge-AI njengenkonzo yenkampani yakho, kuya kufuneka uvavanye izibonelelo kunye nezinto ezithintelayo. Oku kunokukunceda uqonde ukuba ingaba iya kuba lutyalo-mali olulungileyo na kumbutho wakho.
eziluncedo
1. Kuyabiza kakhulu
Kuya kuthatha imali eninzi kunye namava ukuphuhlisa izakhono ze-AI zangaphakathi. Kukwathatha ixesha elide ukwenza kunye nokuvavanya iimodeli ze-AI ngaphambi kokuba zihanjiswe. Nangona kunjalo, izisombululo ze-AIaaS zikuvumela ukuba uphephe le ndleko kunye neengozi eziza nayo ngelixa ufumana ukufikelela kubuchule be-AI obufunayo.
2. Imirhumo ecacileyo
Uhlawula nje into oyifumanayo xa ukhetha i-AI njengesisombululo senkonzo. Oku kuthetha ukuba awuzukuhlawulela izinto ze-AI ezingafunwa yinkampani yakho, kwaye uya kuhlawuliswa kuphela xa uyisebenzisa ngokwenene.
3. Ubhetyebhetye kwaye uKhuleka
I-AIaaS ikuvumela ukuba unyuse okanye uthobe amandla akho okuqonda okusekwe kwiimfuno zeshishini lakho okanye iiprojekthi. Oku kuziqhelanisa kwenza ukuba igqibelele kwabo bathe bamanzisa iinyawo zabo kwi-AI kunye nemibutho enokubona ukukhula okukhulu kwixesha elizayo. Ikwakuvumela ukuba ubone oko kusebenzayo ngaphambi kokuba uzibophelele.
nezingeloncedo
1. Imiba Yokhuseleko
Kuya kufuneka uchaze idatha yakho yenkampani enovakalelo kunye nomthengisi weqela lesithathu ukuze usebenzise inkonzo yakho ye-AIaaS. Oku kunokunyusa amaxhala malunga nokhuseleko kunye nemfihlo. Ugcino lwedatha yakho, ukufikelela, kunye nokuhamba kufuneka kukhuselwe ngokufanelekileyo ukuqinisekisa ukuba ayifikelelwanga ngokungekho mthethweni, kwabelwana ngayo, okanye ayisasazwanga.
2. Ukuthembela kweQela lesithathu
Uxhomekeke kumaqela esithathu ukuba akuxhase ngolwazi oluchanekileyo xa ulufuna njengoko uhlawulela inkonzo. Nangona kunjalo, ukuba impazamo yesoftware ivelisa iimpazamo okanye ukulibaziseka, oku kuya kuba yingxaki.
3. Ukukhetha abathengisi
Ukutshintshela kumthengisi we-AIaaS owahlukileyo kunokubonakala kulula. Nangona kunjalo, nganye isebenzisa ifomathi yokuphendula eyahlukileyo, efuna umsebenzi othile ukutshintsha. Iinkonzo ze-ML zokuphela-kuya-ekupheleni okanye amacandelo anzima kakhulu ukutshintshela ekubeni afuna abasebenzi bakho ukuba baqhelane nawo ukuze babe nemveliso.
Iinkampani eziphezulu ze-AIaaS
Kubalulekile ukuvavanya iinjongo zakho, ubungakanani beshishini, kunye nohlahlo lwabiwo-mali olukhoyo xa ukhetha isisombululo se-AI. Kuya kufuneka kwakhona uqwalasele ubuchule betekhnoloji yeqela lakho kunye nesixa sedatha oza kuyidinga. Nasi isishwankathelo esifutshane seefemu ze-AIaaS ezilungileyo zokukunceda wenze isigqibo sakho:
- IBM Watson
- AWS
- Microsoft Azure
1. IBM Watson
I-IBM Watson iquka isethi yobuchwepheshe be-AI ejolise ekuncedeni amashishini amakhulu ekwenzeni uninzi lwedatha yabo. Watson Assistant (ukwakha abancedisi virtual) kunye neWatson Natural Language Understand yimizekelo emibini yee-apps ezakhelwe kwangaphambili (ukwenza imisebenzi yokuhlalutya isicatshulwa esiphezulu). I-IBM Watson Studio ivumela abaphuhlisi ukuba benze, baqeqeshe, kwaye sebenzisa iimodeli zokufunda koomatshini ngaphaya kwalo naliphi na ilifu. Akuyomfuneko ukuba ube nolwazi lwangaphambili lokufunda koomatshini okanye isayensi yedatha.
2. AWS
Iinkonzo ze-AI eziqeqeshwe kwangaphambili ezivela kwi-AWS zihambisa ubukrelekrele obenziwe sele bulungele usetyenziso lwakho kunye nokuhamba komsebenzi. Iinkonzo ze-AI zinxibelelana ngaphandle komthungo kunye nee-apps zakho ukuphatha iimeko zokusetyenziswa njengeengcebiso ezilungiselelweyo, ukuhlaziya eyakho indawo zonxibelelwano, ukuqinisa ukhuseleko kunye nokhuseleko, kunye nokwandisa ukubandakanyeka kwabathengi. Ufumana umgangatho kunye nokuchaneka ngokuqhubekayo ngokufunda ii-APIs kuba sisebenzisa itekhnoloji yokufunda enzulu efanayo eqhuba i-Amazon.com kunye nezinye iiNkonzo zeML. Kwaye, okona kulungileyo, Iinkonzo ze-AWS AI ayifuni ulwazi lwangaphambili lokufunda koomatshini.
3. Microsoft Azure
I-Azure liqonga eliphuhliswe nguMicrosoft elisekelwe kumafu. Iquka uluhlu olwahlukeneyo lwe-AI kunye nezisombululo zokufunda ngomatshini kubaphuhlisi njengomnye wababoneleli abakhulu be-AIaaS. NgeeNkonzo ze-Azure Cognitive APIs, unokongeza izakhono ezahlukeneyo ze-AI (ezinje yokufunda umatshini okanye utsalo lombhalo) kwii-apps zakho. Unokusebenzisa iNkonzo ye-Azure Bot ukwenza naluphi na uhlobo lwe-bot, ukusuka kwi-Q&A bot ukuya kumncedisi wakho onephawu loncedo, kwimizuzu nje embalwa.
isiphelo
I-AIaaS ibonelela ngeenzuzo ezininzi ezitsala abamkeli bokuqala kuba yindawo ekhula ngokukhawuleza. Ivumela iinkampani ukuba zisebenzise idatha yazo ukusombulula imiba enzima kunye nokufumana ngokukhawuleza, ukuqonda okuchanekileyo kubathengi babo kunye neemarike, okubavumela ukuba benze izigqibo ezingcono zoshishino kunye nentengiso.
Ikwabanceda ukuba baphucule amava abaxumi ngokuzenzekela kunye nokwenza ngokwezifiso imiyalezo kunye nokuphucula inkonzo yabathengi. Ngapha koko, izisombululo ze-AIaaS zinokunceda imibutho ekwandiseni imivuzo kunye nokufumana inzuzo yokukhuphisana. Nangona kunjalo, iziphene zayo zibonisa ukuba lisekhona ithuba lophuhliso.
Kubalulekile ukukhumbula ukuba ukusebenzisa i-AIaaS kwinkqubo yemveliso iza neendleko ezinkulu kunye neengozi. Ke, qiniseka ukuba uvavanya zonke iingenelo kunye neengozi phambi kokukhetha i-AIaaS.
Shiya iMpendulo