Kuba i-AI ikhona iminyaka engaphezu kweshumi, ezinye iingqikelelo zithi ngoku ifumene ubunzima obukhulu. Uninzi lwamashishini aqhubele phambili amabhongo awo e-AI ngaphaya kovavanyo kunye nobungqina bezigaba zengqikelelo.
Isixa semali kunye nexesha elifunekayo ukwenza nayiphi na imizamo ye-AI ibe yinyani ihlala isanda, nokuba i-AI isathathwa njengentsimi ekhethekileyo kunye nomzamo onzima wezobuchwepheshe.
Kwiimeko ezithile, iindleko ezibalulekileyo kunye neemfuno zobuchule obukhethekileyo zithintela imibutho ekufumaneni iindlela zokufaka izicelo kukubhadla okungeyonyani.
Akukho kufunda komatshini wekhowudi kunye nezisombululo ze-AI, nangona kunjalo, akukabikho ukuphazamisa ishishini. Ukuze imibutho izuze ngokupheleleyo kwi-AI, ubuchwephesha bokubhala iikhowudi abusayomfuneko.
Ngenxa yokulahla ukwakhiwa kwesoftware ye-AI ukusuka ekuqaleni, akukho khowudi ye-AI yanciphisa kakhulu iindleko.
Kweli nqaku, siza kujonga nzulu kwi-no-code intelligence yokwenziwa, izibonelelo zayo, iingxaki, uluhlu lwesoftware ye-AI ephezulu, kunye nokunye okuninzi.
Yintoni iNo-code Artificial Intelligence?
I-No-Code, ngeyona ndlela ilula, ibhekisa kwingqokelela yetekhnoloji eyenza ukuba abantu abaqhelekileyo benze izicelo, iinkqubo ezizenzekelayo, kwaye ulawule idatha ngaphandle kokuba nawo nawaphi na amava enkqubo yangaphambili.
I-plug-and-play, ngokuthe ngqo, iibhloko zokwakha eziluncedo-i-Lego ye-software yenkampani-yiyo into engekho ikhowudi. Iiplatifti ze-No-code ziya zisetyenziswa kakhulu kumashishini, kwaye lo mkhwa awuhambi.
Zombini i-No-code AI kunye ne-No-code zixhobo ezinamandla ezenza abasebenzisi bezoshishino benze izicelo okanye iimodeli kwiqhekeza lexesha kunye neendleko zeendlela zophuhliso lwendabuko.
I-No-code AI ke ngoko ilapha ukwenza idemokhrasi i-AI kwabo banolwazi oluncinci lobugcisa. I-No-code AI inenjongo yokususa nayiphi na imiqobo enokubakho kubasebenzisi beshishini abasebenzisa kunye nokusetyenziswa kwe-AI kwiindawo zabo zokusebenza.
The Kukubhadla okungeyonyani I-landscape ibandakanya ikhowudi ye-AI, ebonakala ithoba umqobo wokusebenzisa i-AI kwiimeko ezininzi zorhwebo.
Xa sibhekisela kwi-AI ye-no-code, sithetha i-drag-and-drop, i-platform yokuphuhlisa ikhowudi yomsebenzisi.
Ngokusetyenziswa kweqonga elinjalo, iinjineli ezingezizo iinjineli zinokuhlela ngokukhawuleza kwaye zihlalutye idatha, kwaye zenze iimodeli ezichanekileyo zokuqikelela kumcimbi wemizuzu okanye iiyure, ezinje Abahlalutyi beshishini, ababhali bangaphantsi, abaphathi bemveliso, okanye abaphathi bomngcipheko.
Iinkcukacha zesayensi inokusebenza kwiiprojekthi ezinzima ngakumbi ngenxa ye-ML kunye ne-AI, ngelixa imisebenzi yesiqhelo inokuzenzekela.
Izinto eziluncedo zeNo-Code Artificial Intelligence
- Qasha idatha eqhutywa: Namhlanje, uninzi lwamashishini lubeka phambili ngobuchule i-AI. Ishishini libone ukunyuka kwemfuno yezakhono ze-AI kule minyaka mibini idlulileyo. Ngokukodwa xa uzama ukuqhutywa yidatha, ukwakha iqela lesayensi yedatha kudla ixesha kwaye kuyabiza. Ngaphandle kwabasebenzi besayensi yedatha, ukuqhutywa kwedatha kwenziwa ukuba kwenzeke ngamaqonga e-AI angenayo ikhowudi kunye nobuchwepheshe.
- Ukusebenziseka: Abasebenzisi kwihlabathi leshishini banokwenza izisombululo ze-AI ngokukhawuleza nangexabiso elifikelelekayo ngenxa yokutsala-kunye nokulahla iplagi kunye nokudlala. Iqonga lihlala lilula kwaye lizisebenzele ngokwalo kuba imarike ekujoliswe kuyo ibandakanya abasebenzisi beshishini abangenalwazi ngobuchule.
- Isantya: Apha, ukuzama kunye nokuphindaphinda kubalulekile. Uphuhliso olukhawulezayo lwemodeli kunye novavanyo luqhelekileyo ngeNo-code AI technologies. Oku kwenza kube lula ukwakhiwa kweemodeli ngokukhawuleza kwaye kubonelele ngeziphumo kumashishini achaphazelekayo rhoqo ukuze kuphunyezwe okanye kuxhaswe izigqibo ezibalulekileyo zoshishino.
- I-Scalability: I-platform ye-AI ye-No-code iquka ukuxhasa iziseko zophuhliso kunye nezikali phezulu okanye phantsi ngokuzenzekelayo kuxhomekeke kumthwalo womsebenzi wokuphuhlisa kunye nokuthunyelwa kweemodeli.
- Ukufikeleleka: Iiplatifti ze-AI ze-No-code zinciphisa ukwamkelwa kwe-AI kumashishini amancinci naphakathi ngenxa yokutyala imali yawo yokuqala ngokuthelekisayo, i-flat learning curve, kunye nokungabikho komqobo wezakhono. Ngaphaya koko, i-No-code AI yenza ukuba abasebenzisi beshishini bazame i-AI kwaye babone ngokukhawuleza ukuba luncedo kwayo.
Ububi beNo-Code Artificial Intelligence
- Ukhuseleko: Amanye amaqonga anokusilela ukwakha iiprothokholi zofikelelo, ezinokuthi zibe yinkxalabo kwiifemu ezibeka phambili ukhuseleko. Ukuqonda ngokupheleleyo ukuba idatha yakho iya kucutshungulwa njani kwaye phi, luluvo oluhle ukufunda imigaqo nemiqathango.
- Ukubonisana okanye uqeqesho luyafuneka: Injineli ye-ML, ingcali yezabasebenzi, kunye ne-intern yokuthengisa kufuneka bonke babe nakho ukusebenzisa ikhowudi ephantsi / akukho-khowudi yamaqonga kwithiyori, kodwa oku akusoloko kunjalo. Ngenxa yokuba umsebenzisi wokugqibela weqonga le-AI sele eyinjineli ye-ML, lonke iqela liya kufuna uqeqesho olukhulu kunye neengcebiso ukuze baqhelane neendlela ze-AI.
- Ukunqongophala kokholo: Ukuza kuthi ga ngoku, siye sabona ukunyuka kokuthandwa kwe-AI yekhowudi ephantsi / engekho ikhowudi, kodwa ngaba iyasebenza njengeendlela eziqhelekileyo zeML? NgokukaGoogle Trends, inzala kwi-no-code ML iyakhula, nangona abathanda iML eqhelekileyo bahlala bephambili. Ngenxa yokuba ukufunda koomatshini kunye umbono wekhompyutha sele ikhona ixeshana, ezi zixhobo kunye namathala eencwadi agqithise kakhulu ikhowudi ephantsi / akukho-khowudi yamaqonga e-AI.
- Ukunqongophala kobuntu: Ikhowudi ephantsi / akukho-khowudi iiplatifomu, ngelixa zilula kwaye zikhawuleza, ngokuqhelekileyo zithintelwe ekusebenzeni njengoko zakhiwe ukujongana nengxaki ethile kwaye kunzima ukuza ne-out-of-the-box, inzima kakhulu. izisombululo. Kufuneka wenze ntoni xa uphuma kwisisombululo okanye uphawu oluthile, kuba iimfuno zeshishini zimanzi kwaye zitshintsha ngomoya?
Eyona nto igqwesileyo yeKhowudi yoBukrelekrele beSoftware yeArtificial Intelligence
1. BitSkout
Iqonga lesoftware elibizwa ngokuba yiBitskout likuvumela ukuba uzenzele okwakho ukuhamba komsebenzi usebenzisa iimodeli zobukrelekrele bokwenziwa kwekhowudi ukunyusa imveliso yomsebenzi wakho.
Ngokudibanisa ikhowudi ye-AI kunye nesixhobo sakho sokulawula iprojekthi, unokunciphisa imisebenzi ephindaphindwayo, udale umzila okrelekrele ngakumbi, okanye uqale ukuqokelela idatha kwintsimi ukwenza eyakho i-algorithms yantlandlolo.
I-interface yokutsala kunye nokulahla isetyenziselwa ukuphuhlisa iinkqubo kwiqonga le-Bitskout SaaS, ukuyibeka ngokulula. Ulwazi oluvela kwi-resumes lunokukhutshwa ngokusebenzisa i-Bitskout AI kwaye yongezwe kwizixhobo zakho zeprojekthi ukuze yonke into ibe kwindawo enye.
Hlela umenzi-sicelo ngokwemigangatho oyikhethileyo, kwaye uya kuba nokufikelela kukhetho lokukhangela kuzo zonke ii-CV. Ukuhamba komsebenzi kunezigaba ezigqitywe kwiprojekthi edibeneyo.
Imifuziselo ye-AI yombhalo, imifanekiso, iividiyo, kunye nolunye uhlobo lohlalutyo lwedatha lunokuqukwa ekuhambeni komsebenzi. Iimodeli ze-AI nazo zinokudalwa ngokusebenzisa ujongano lomsebenzisi ngaphandle kokubhala nayiphi na ikhowudi.
Sebenzisa i-Bitskout AI ukukhupha ulwazi kumakhadi oshishino ukuze iqela lonke libone iprojekthi yakho kunye ne-CRM apps. Hlela ngokuzenzekela ukukhokela ngokusekelwe kwinkampani okanye isihloko somsebenzi.
namaxabiso
Ungazama iqonga ngeentsuku ezili-14 zesilingo sasimahla kwaye amaxabiso eprimiyamu aqala ukusuka kwi-59.00 ye-euro / ngenyanga.
2. Akkio
I-Akkio liqonga eliquka konke lokungenakhowudi ye-AI. Oku kuphakamisa ukuba ungadala, uphumeze, kwaye udibanise iimodeli ze-AI zonke kwindawo enye nokuba awunabuchule bobugcisa.
Rhoqo, iinjineli zesoftware kunye nezinye iingcali zobugcisa ziyafuneka ukubandakanya iimodeli ezakhiwe ngetekhnoloji ye-AutoML kunye nezisombululo ze-AI ezingenakhowudi.
Ukwakha "i-AI flow" usebenzisa i-Akkio, eqhutywa yi-interface ebonakalayo ngokupheleleyo, yenza kube lula ukubandakanya i-AI kuyo nayiphi na inkqubo.
Njengokuphela kokuphela, i-platform ye-AI yekhowudi, ibeka phakathi kwamaqonga aphezulu kule ntsimi. Yenziwa ngokukodwa ukuncedisa iindawo ezahlukeneyo, kubandakanywa nokusebenza, ukuthengisa, ukuthengisa, kunye nemali, ekwenzeni ukhetho oluqhutywa yidatha.
Ibanga ukuba "isuka kwidatha ukuya kwi-AI kwimizuzu eyi-10 - akukho nkqubo okanye ubuchwephesha besayensi yedatha eyimfuneko" kwaye ngoku ibekwe kwimveliso ephezulu yosuku kwiMveliso yoHunt.
Ubulula bokuthunyelwa kwekhowudi yokuthunyelwa kowona mgangatho wabo ugqwesileyo. Unokubonelela iqela lakho ngolwazi oluluncedo kunye nezisombululo logama nje unokuqonda okuqinileyo kwedatha.
Ukongeza, ineziqhagamshelo ezininzi kwaye yenzelwe ukudityaniswa kwidatha yakho ukuze uqikelelo luhanjiswe naphi na.
namaxabiso
Unokuzama iqonga simahla kwaye amaxabiso aqala ukusuka kwi-60 yeedola / ngenyanga.
3. Super Annotate
Yenza i-SuperData ye-AI yakho nge-SuperAnnotate. Isakhelo esipheleleyo solawulo, amanqakwana, kunye noguqulelo lwenyaniso olusisiseko lwedatha luyafumaneka kwisicelo sakho sobukrelekrele bokwenziwa.
Ukusebenzisa isixhobo esomeleleyo sezixhobo, iinkonzo zamanqaku ahamba phambili kwimarike, kunye nenkqubo yolawulo lwedatha enamandla, ikuvumela ukuba wandise kwaye wenze ngokuzenzekelayo umbhobho wakho we-AI 3x–5x ngokukhawuleza.
Yakha iiseti zedatha ezikumgangatho ophezulu ngezona nkonzo zikumgangatho ophezulu kunye nezixhobo zokusebenza ngelixa uchaza ividiyo, umbhalo, kunye nemifanekiso ngokuphuma kwedatha. Izixhobo zolawulo lweprojekthi ezomeleleyo kunye nokusebenzisana kuya kunceda imodeli yakho ichume kwihlabathi lokwenyani.
NgeSuperAnnotate, unokuququzelela ukuhamba komsebenzi okusebenzayo, gcina iliso kumgangatho weprojekthi, usebenze kunye neqela, nokunye okuninzi kwindawo enye.
Inezinto zokufunda ezisebenzayo kunye ne-automation enokukunceda ugqibezele inkqubo yakho yochazo ngokukhawuleza.
Ukuphucula ukusebenza kwemodeli, ukukhokela iiprojekthi eziyimpumelelo, kwaye ubone umahluko kwangoko, uya kufumana intsebenziswano ecokisekileyo yamanqanaba amaninzi kunye nezixhobo zolawulo lomgangatho.
Ukongezelela, i-SuperAnnotate inikezela ngeqonga eligxininise kukhuseleko olungasetyenziselwa ukudibanisa imibhobho nayiphi na ubunzima okanye isikali.
Unokwenza izibophelelo ezinkulu zokufumana izaphulelo ezininzi kwaye uhlise iindleko zemibhobho ye-AI kuba inokwandisa iiprojekthi zakho naphi na emhlabeni.
namaxabiso
Nceda uqhagamshelane nabasebenzi bokuthengisa ukuba ubuze malunga nexabiso, njengoko lingaboniswa kwisayithi.
4. Ngokucacileyo i-AI
Ngeqonga elicacileyo le-AI, unokuqikelela idatha ngaphandle kokubhala umgca omnye wekhowudi kwimizuzu embalwa kuphela.
Oku kugubungela inkqubo epheleleyo yoyilo lweealgorithms zokufunda koomatshini, kunye nokucofa okukodwa kweziphumo zabo.
Fumana incoko yababini yedatha ukubumba ngokuzenzekelayo iseti yedatha yakho ngaphandle kokusebenzisa nayiphi na ikhowudi, emva koko wabelane ngemifuziselo yakho yeML neqela okanye ubenze bavuleleke kuluntu lonke.
Wonke umntu ngoku unokuqalisa ukuvelisa iingqikelelo usebenzisa i-algorithms, kwaye unokubandakanya okuguquguqukayo U kufunda Uqikelelo kwisicelo sakho ngokusebenzisa ikhowudi ephantsi API.
Ngokungathandabuzekiyo, i-AI yakhelwe ukunika wonke umntu impendulo elula. Ifayile ye-CSV inokubandakanywa okanye idityaniswe nemithombo yakho yedatha.
Qaphela izinto eziguquguqukayo ezichaphazela uqikelelo kunye neziphumo zengqikelelo usebenzisa iimeko ezicingelwayo ezinje ngokuthi "yintoni-ukuba." ngena nzulu kwiinkcukacha ze-algorithm, fumana iimodeli ezikhuphisanayo, kwaye uqonde ukusebenza kweemodeli.
Gcina ixesha ngelixa uphuhlisa iimodeli ze-AI eziphambili kunye neziphucukileyo ngokukhetha inani lemiqolo kunye namakholomu (ukusuka kwi-1000 ukuya kwi-500 yezigidi) kwaye ufunde ukuba kuya kuthatha ixesha elingakanani ukuphuhlisa i-algorithm usebenzisa i-AI.
namaxabiso
Iqonga likhululekile ukuba lisetyenziswe xa uqala ukubhalisa. Nangona kunjalo, ayibonisi maxabiso. Ukuze ufunde ngakumbi malunga namaxabiso, nceda uqhagamshelane nesebe lezentengiso.
5. I-PyCaret
Ukuhamba komatshini wakho wokufunda kungenziwa ngokuzenzekelayo ngePython usebenzisa umthombo ovulekileyo, iqonga eliphantsi lokufunda ngomatshini wePyCaet.
Unokugxila ngakumbi kuhlalutyo, olufana nonyango lwangaphambili lwedatha, ukuqeqeshwa komzekelo, ukuchazwa kwemodeli, i-MLOps, kunye nohlalutyo lwedatha yokuhlola, ngokuchitha ixesha elincinci lokubhala ikhowudi kunye nexesha elininzi usebenzisa le siseko, ilayibrari yokufunda yomatshini ekulula ukuyisebenzisa.
Imodeli nganye inokwenza imisebenzi ethile yokufunda koomatshini kuba iPyCaret yenzelwe ukuba ibe yimodyuli. Imisebenzi kulo mxholo ngamaqela emisebenzi eqhuba imisebenzi ngokulandelelana komsebenzi omiselweyo.
Phantse wonke umntu unokudala izisombululo zokufunda ezithembekileyo, eziphela ukuya ekupheleni usebenzisa iqonga lekhowudi ephantsi yePyCaret.
Idemo yokuqalisa ngokukhawuleza, iblogi, iividiyo, kunye neengxoxo zonke zibonelela ngamathuba okufunda.
Yenza usetyenziso olusisiseko lokufunda ngomatshini, qeqesha imodeli yakho ngokukhawuleza, kwaye uyikhulule njenge-REST API ngoko nangoko ukuze uhlalutye kwaye uphindaphinde.
Unokufumana inkxaso ye-GPU, wenze umfanekiso we-docker, uphuhlise i-app ye-ML, usethe i-REST API, kwaye ubeke iliso kwizilingo. Zombini iingcali kunye nezazinzulu zedatha ye-amateur kufuneka zisebenzise iPyCaret.
namaxabiso
Iqonga likhululekile ukuba lisetyenziswe kumntu wonke.
6. Oomatshini abanokufundiswa
Umatshini oFundiswayo unokukuvumela ukuba ufundise ikhompyuter yakho ukuba yazi ingxolo yakho, izijekulo, kunye nokubonwayo.
Ngaphandle kwamava ekhowudi, ikunika indlela ekhawulezayo nelula yokwakha imifuziselo ethembekileyo yeML kwizicelo zakho, iiwebhusayithi, kunye nokunye.
Yenza ukufunda ngomatshini mii-odels ekulula ukuzisebenzisa kwaye zifikeleleke kuye wonke umntu onoMatshini oFundiswayo, iqonga elisezantsi lekhowudi yokufunda koomatshini.
Kulula kakhulu ukuyisebenzisa: Ukuqeqesha ikhompyuter yakho, qokelela kwaye ulungelelanise iisampulu zakho kwiiklasi ezininzi okanye iindidi ofuna ukuba iziqonde, emva koko uvavanye imodeli ngoko nangoko ukujonga ukuba iyayiqonda na into oyifundisile.
Thumela imodeli yeewebhusayithi zakho, iinkqubo, kunye nezinye iiprojekthi. Okungcono, ungabamba imodeli kwi-intanethi okanye uyikhuphele.
namaxabiso
Iqonga likhululekile ukuba lisetyenziswe kumntu wonke.
7. Lobe AI
Sebenzisa i-Lobe ukufundisa i-apps yakho ukuqonda izityalo, ukujonga izimbo zomzimba, ukubala ukuphindaphinda, amava eemvakalelo, ukubona imibala, ukuhlola ukhuseleko, kunye nokunye.
Ihambisa yonke into oyifunayo kwiimodeli zakho zeML kunye noncedo kuqeqesho lweemodeli ezinjalo. Ikwanika izixhobo ezisimahla, ezilula ukuzisebenzisa.
Ukubonelela ngokulula ngeesampulu zento ofuna ukuba isicelo sakho siyiqonde, kwaye imodeli yokufunda ngomatshini ozenzekelayo iya kuqeqeshwa.
Le modeli inokuqukwa ngokukhawuleza kwisicelo sakho. Ngaphandle kwamava ekhowudi yangaphambili, nabani na unokusebenzisa iqonga lethu ngokulula.
Qeqesha ngokuthe ngqo kwikhompyuter yakho simahla ngaphandle kokungenisa idatha yakho efini. Bobabini abasebenzisi beWindows kunye neMac banokusebenzisa iLobe.
Ukongeza, ungathumela okanye uthumele imodeli yakho kulo naliphi na iqonga. Uyilo olufanelekileyo lokufunda koomatshini kwiprojekthi yakho luya kukhethwa ngokuzenzekelayo.
Iifoto kwiifayile zakho zinokuchazwa ngoko nangoko ngeLobe, okanye ungaziqokelela ngekhamera ukuze wakhe iseti yedatha yeML.
Sebenzisa iziphumo ezibonwayo ukufumanisa amandla kunye nobuthathaka bazo zonke iimodeli zakho endaweni yokuba ungene kulo naluphi na uqwalaselo okanye iinkqubo zokuseta.
namaxabiso
Iqonga likhululekile ukuba lisetyenziswe kumntu wonke.
isiphelo
Xa kuthelekiswa nenkqubo ye-AI esemgangathweni, indlela ye-AI ye-no-code iqondile, ikhawuleza, ifikeleleke, kwaye igcina ixesha elibalulekileyo.
Ngaphandle kwesidingo samaqela eenzululwazi zedatha ezibizayo kunye neziseko ezingundoqo, akukho khowudi ye-AI ikhuthaza ukusungulwa kwezinto ezintsha, i-mindset eqhutywa yidatha, kunye nokwenza izigqibo ngokukhawuleza kumashishini.
I-No-code AI iyanda kwaye inamandla okutshintsha ngokupheleleyo nayiphi na imboni.
Xa udala i-AI ukusuka ekuqaleni, akukho zithintelo; ukhululekile ukukhetha ulwakhiwo, ukusebenza, okanye umbhobho osebenza ngcono kwiprojekthi yakho. Kwelinye icala, ukwenza imodeli yebespoke kunokuba yindleko kwaye idle ixesha.
Ke ngoko, eyona nto sibheja ngayo kukuba sisebenzise amaqonga anekhowudi ephantsi/akukho khowudi yokuphatha imisebenzi yombhobho emxinwa kakhulu ukuhambisa kunye nokukhawulezisa iinkqubo.
Inzulu Das
Akukho khowudi likamva. Enkosi ngokubhalisa izixhobo eziphezulu ezingenakhowudi ezikhoyo kwimarike.