Popeza AI yakhalapo kwa zaka zoposa khumi, kuyerekezera kwina kumatsimikizira kuti tsopano yapindula kwambiri. Mabizinesi ambiri apititsa patsogolo zilakolako zawo za AI m'malo oyesera komanso umboni wamalingaliro.
Kuchuluka kwa ndalama ndi nthawi yofunikira kuti zoyesayesa zilizonse za AI zikhale zenizeni zakhala zikuchulukirachulukira, ngakhale AI ikuwonekabe ngati gawo lapadera komanso ntchito yovuta yaukadaulo.
Nthawi zina, mtengo wofunikira komanso kufunikira kwa akatswiri apadera kumalepheretsa mabungwe kupeza njira zogwiritsira ntchito nzeru zochita kupanga.
Palibe kuphunzira pamakina a code ndi mayankho a AI, komabe, sanasokoneze makampani. Kuti mabungwe apindule mokwanira ndi AI, ukatswiri wokulirapo wa zolemba sikufunikanso.
Chifukwa chosiya kupanga mapulogalamu a AI kuyambira pachiyambi, palibe code AI yachepetsa kwambiri ndalama.
M'nkhaniyi, tiyang'ana mozama za nzeru zopangira zopanda code, ubwino wake, zovuta zake, mndandanda wa mapulogalamu apamwamba a AI opanda code, ndi zina zambiri.
Kodi No-code Artificial Intelligence ndi chiyani?
No-Code, m'njira yosavuta kwambiri, imatanthawuza ukadaulo waukadaulo womwe umathandiza anthu wamba kupanga mapulogalamu, zochita zokha, ndikuwongolera data popanda kukhala ndi chidziwitso chambiri.
Pulagi-ndi-sewero, zowongoka, zomangira zothandiza-Lego ya mapulogalamu amakampani-ndizomwe palibe code. Mapulatifomu opanda code akugwiritsidwa ntchito kwambiri m'mabizinesi, ndipo izi sizikutha.
Onse No-code AI ndi No-code ndi zida zamphamvu zomwe zimathandiza ogwiritsa ntchito mabizinesi kupanga mapulogalamu kapena zitsanzo munthawi yochepa komanso kuwononga njira zachitukuko zachikhalidwe.
No-code AI ili pano kuti ipange demokalase AI kwa iwo omwe alibe chidziwitso chaukadaulo. No-code AI ikufuna kuchotsa zopinga zilizonse zomwe zingachitike kwa ogwiritsa ntchito mabizinesi kuti agwiritse ntchito ndikugwiritsa ntchito AI m'malo omwe amagwirira ntchito.
The Nzeru zochita kupanga mawonekedwe akuphatikiza no-code AI, yomwe inkawoneka kuti imachepetsa vuto logwiritsa ntchito AI pazinthu zambiri zamalonda.
Tikanena za No-code AI, timatanthawuza kukokera-ndi-kugwetsa, nsanja yachitukuko yosagwiritsa ntchito ma code.
Pogwiritsa ntchito nsanja yotere, osakhala mainjiniya amatha kugawa mwachangu ndikusanthula deta, ndikupanga zitsanzo zolosera zenizeni pakangotha mphindi kapena maola, monga ofufuza zamabizinesi, olemba pansi, oyang'anira malonda, kapena oyang'anira zoopsa.
Asayansi azidziwitso amatha kugwira ntchito pama projekiti ovuta kwambiri chifukwa cha ML ndi AI, pomwe ntchito zanthawi zonse zimatha kukhala zokha.
Ubwino wa No-Code Artificial Intelligence
- Gwirani ntchito moyendetsedwa ndi data: Masiku ano, mabizinesi ambiri amaika patsogolo AI. Makampaniwa awona kukwera kwa kufunikira kwa luso la AI pazaka ziwiri zapitazi. Makamaka pamene mukuyesera kuyendetsedwa ndi deta, kupanga gulu la sayansi ya deta ndi nthawi yambiri komanso yokwera mtengo. Popanda antchito a sayansi ya data, kukhala oyendetsedwa ndi data kumatheka ndi mapulatifomu a AI opanda code ndi matekinoloje.
- Kugwiritsa Ntchito: Ogwiritsa ntchito mumakampani amatha kupanga mayankho a AI mwachangu komanso motsika mtengo chifukwa chokoka ndikugwetsa pulagi-ndi-sewero. Pulatifomu nthawi zambiri imakhala yophweka komanso yodzipangira yokha chifukwa msika womwe wawunikirawu umakhala ndi ogwiritsa ntchito mabizinesi omwe sadziwa mwaukadaulo.
- Liwiro: Apa, kuyesa ndi kubwereza ndikofunikira. Kukula kwachitsanzo mwachangu komanso kuyesa kumakhala ndi ukadaulo wa No-code AI. Izi zimapangitsa kuti zikhale zotheka kupanga zitsanzo mwachangu ndikupereka zomwe apeza kwa omwe akuchita nawo bizinesi pafupipafupi kuti avomereze kapena kuthandizira zisankho zofunika zamabizinesi.
- Scalability: Pulatifomu ya No-code AI imaphatikizapo kuthandizira zomangamanga ndi masikelo mmwamba kapena pansi pokhapokha kutengera kuchuluka kwa ntchito yopanga ndi kutumiza zitsanzo.
- Kufikika: Mapulatifomu a No-code AI amachepetsa kukhazikitsidwa kwa AI m'mabizinesi ang'onoang'ono ndi apakatikati chifukwa cha ndalama zawo zoyambira pang'onopang'ono, njira yophunzirira yokhazikika, komanso kusowa kwa chotchinga cha luso. Kuphatikiza apo, No-code AI imathandizira ogwiritsa ntchito mabizinesi kuyesa AI ndikuwona phindu lake.
Kuipa kwa No-Code Artificial Intelligence
- Chitetezo: Mapulatifomu ena amatha kulephera kupanga ma protocol, zomwe zitha kukhala zodetsa nkhawa kwamakampani omwe amaika chitetezo patsogolo. Kuti mumvetse bwino momwe deta yanu idzasinthidwe komanso komwe idzasinthidwe, ndibwino kuti muwerenge zomwe zili.
- Kukambirana kapena kuphunzitsa ndikofunikira: Katswiri wa ML, katswiri wazantchito, komanso wodziwa zamalonda azitha kugwiritsa ntchito nsanja zotsika kapena zopanda code, koma sizili choncho nthawi zonse. Chifukwa wogwiritsa ntchito papulatifomu ya AI ali kale ndi injiniya wa ML, gulu lonselo lidzafunika maphunziro ndi upangiri wambiri kuti adziwe njira za AI.
- Kupanda chikhulupiriro: Mpaka pano, tawona kukwera kwa kutchuka kwa nsanja za AI zotsika / zopanda code, koma kodi ndizothandiza monga momwe ML imayendera? Malinga ndi Google Trends, chidwi cha no-code ML chikukula, ngakhale okonda ML wamba akadali patsogolo. Chifukwa kuphunzira makina ndi masomphenya a makompyuta zakhalapo kwakanthawi, zothandizira izi ndi malaibulale zimaposa nsanja za AI zotsika / zopanda code.
- Kupanda makonda: Mapulatifomu otsika / opanda code, ngakhale osavuta komanso othamanga, nthawi zambiri amakhala osagwira ntchito chifukwa amamangidwa kuti athe kuthana ndi vuto linalake ndipo ndizovuta kubwera kunja kwa bokosi, zovuta kwambiri. zothetsera. Kodi muyenera kuchita chiyani mukakulitsa njira kapena mawonekedwe ena, popeza zofunikira zamabizinesi zimakhala zamadzimadzi ndipo zimasintha ndi mphepo?
Best No Code Artificial Intelligence Software
1. BitSkout
Pulogalamu yamapulogalamu yotchedwa Bitskout imakuthandizani kuti mupange mayendedwe anuanu pogwiritsa ntchito mitundu yanzeru zopanda code kuti muwonjezere zokolola za ntchito yanu.
Mwa kuphatikiza no-code AI ndi chida chanu choyendetsera polojekiti, mutha kuchepetsa ntchito zobwerezabwereza, kupanga njira zanzeru zantchito, kapena kuyamba kusonkhanitsa deta kuchokera m'munda kuti mupange ma aligorivimu anu oyambira.
Mawonekedwe a kukoka ndi kugwetsa amagwiritsidwa ntchito popanga njira pa Bitskout SaaS nsanja, kunena mophweka. Zambiri kuchokera kuyambiranso zitha kuchotsedwa pogwiritsa ntchito Bitskout AI ndikuwonjezedwa ku zida zanu za polojekiti kuti zonse zikhale pamalo amodzi.
Gawani wopemphayo mokhazikika malinga ndi miyezo yomwe mwasankha, ndipo mudzakhala ndi mwayi wosankha ma CV onse. Mayendedwe a ntchito ali ndi magawo omwe amamalizidwa pa projekiti yolumikizidwa.
Mitundu ya AI yamalemba, zithunzi, makanema, ndi mitundu ina ya kusanthula deta imathanso kuphatikizidwa mumayendedwe antchito. Mitundu ya AI imatha kupangidwanso kudzera mawonekedwe osuta popanda kulemba nambala iliyonse.
Gwiritsani ntchito Bitskout AI kuti mutenge zambiri kuchokera pamakhadi abizinesi kuti gulu lonse liziwona pulojekiti yanu ndi mapulogalamu a CRM. Sankhani zotsogola potengera kampani kapena udindo wantchito.
mitengo
Mutha kuyesa nsanja ndi kuyesa kwake kwaulere kwa masiku 14 ndipo mitengo yamtengo wapatali imayamba kuchokera ku €59.00/mwezi.
2. Akkio
Akkio ndi nsanja yophatikiza zonse ya no-code AI. Izi zikuwonetsa kuti mutha kupanga, kukhazikitsa, ndikuphatikiza mitundu ya AI yonse pamalo amodzi ngakhale simungakwanitse.
Nthawi zambiri, akatswiri opanga mapulogalamu ndi akatswiri ena aukadaulo amafunikira kuphatikiza mitundu yomwe imapangidwa ndi ukadaulo wa AutoML komanso mayankho opanda ma code AI.
Kupanga "AI flow" pogwiritsa ntchito Akkio, yomwe imayendetsedwa ndi mawonekedwe owoneka bwino, imapangitsa kukhala kosavuta kuphatikiza AI munjira iliyonse.
Monga mapeto-to-mapeto, palibe-code AI nsanja, ili pakati pa nsanja pamwamba pa ntchitoyi. Zimapangidwa makamaka kuti zithandize madera osiyanasiyana, kuphatikizapo ntchito, malonda, malonda, ndi ndalama, popanga zisankho zoyendetsedwa ndi deta.
Imati "ichoka ku data kupita ku AI m'mphindi 10 - palibe ukadaulo waukadaulo kapena ukadaulo wa data" ndipo tsopano ili pampando wapamwamba kwambiri watsiku pa Product Hunt.
Kuphweka kwa kutumizira ma code ndi khalidwe lawo labwino kwambiri. Mutha kupatsa gulu lanu zidziwitso zothandiza ndi mayankho bola mumvetsetsa bwino deta.
Kuphatikiza apo, ili ndi zolumikizira zingapo ndipo idapangidwa kuti ilumikizane ndi deta yanu kuti zolosera zitha kutumizidwa kulikonse.
mitengo
Mutha kuyesa nsanja kwaulere ndipo mitengo imayambira pa $60/mwezi.
3. Super Annotate
Pangani SuperData ya AI yanu ndi SuperAnnotate. Dongosolo lathunthu lowongolera, kumasulira, ndikusintha data yazowona zenizeni likupezeka pakugwiritsa ntchito nzeru zanu zopangapanga.
Pogwiritsa ntchito zida zolimba, ntchito zotsogola pamsika, komanso kasamalidwe ka data kamphamvu, zimakupatsani mwayi wokulitsa ndikusintha mapaipi anu a AI 3x–5x mwachangu.
Pangani ma data apamwamba kwambiri okhala ndi ntchito zotsogola kwambiri komanso zida zapagulu kwinaku mukulongosola mavidiyo, mawu, ndi zithunzi pogwiritsa ntchito data. Zida zolimba zoyendetsera polojekiti komanso kugwirira ntchito limodzi zimathandizira kuti chitsanzo chanu chiziyenda bwino mdziko lenileni.
Ndi SuperAnnotate, mutha kulinganiza kayendetsedwe kabwino ka ntchito, kuyang'anira momwe polojekiti ikuyendera, kugwira ntchito limodzi ndi gulu, ndi zina zambiri pamalo amodzi.
Ili ndi zinthu zophunzirira mwachangu komanso zodzichitira zokha zomwe zingakuthandizeni kumaliza mawu anu mwachangu.
Kuti muwongolere magwiridwe antchito achitsanzo, kutsogolera mapulojekiti opambana, ndikuwona kusiyana nthawi yomweyo, mudzalandira mgwirizano wokwanira wamagawo angapo komanso zida zowongolera.
Kuphatikiza apo, SuperAnnotate imapereka nsanja yomwe imayang'ana kwambiri chitetezo chomwe chingagwiritsidwe ntchito kutsitsa mapaipi azovuta zilizonse kapena masikelo.
Mutha kupanga malonjezano okulirapo kuti mupeze kuchotsera kochulukirapo ndikutsitsa mtengo wamapaipi a AI popeza amatha kukulitsa ma projekiti anu kulikonse padziko lapansi.
mitengo
Chonde lumikizanani ndi ogulitsa kuti mufunse za mtengo wake, popeza sunawonetsedwe patsamba.
4. Zachidziwikire, AI
Ndi Mwachiwonekere AI nsanja, mukhoza kulosera deta popanda kulemba mzere umodzi wa code mu mphindi zochepa chabe.
Izi zikuphatikiza njira yonse yopangira makina ophunzirira makina, komanso kulosera kongodina kamodzi pazotsatira zawo.
Pezani zokambirana za data kuti zisinthe deta yanu popanda kugwiritsa ntchito ma code, kenaka gawani mitundu yanu ya ML ndi gulu kapena kuti itsegulidwe kwa anthu onse.
Aliyense tsopano atha kuyamba kupanga zolosera pogwiritsa ntchito ma aligorivimu, ndipo mutha kuphatikiza zamphamvu Kuphunzira Makina kulosera mu pulogalamu yanu pogwiritsa ntchito API yotsika kwambiri.
Mosakayikira, AI idapangidwa kuti ipatse aliyense yankho losavuta. Fayilo ya CSV imatha kuphatikizidwa kapena kuphatikizidwa ndi komwe mudachokera.
Zindikirani zosinthika zomwe zimakhudza zolosera ndi zotsatira zolosera pogwiritsa ntchito zinthu zongoyerekeza ngati "bwanji-ngati." pita mozama muzambiri za algorithm, pezani zitsanzo zofananira, ndikumvetsetsa momwe zimagwirira ntchito.
Sungani nthawi mukupanga mitundu yapamwamba komanso yapamwamba ya AI posankha kuchuluka kwa mizere ndi mizati (kuyambira 1000 mpaka 500 miliyoni) ndikuphunzira kuti zidzatenga nthawi yayitali bwanji kupanga algorithm pogwiritsa ntchito AI.
mitengo
Pulatifomu ndi yaulere kugwiritsa ntchito mukalembetsa koyamba. Komabe, sichiwonetsa mitengo. Kuti mudziwe zambiri zamitengo, lemberani dipatimenti yogulitsa.
5. Zithunzi za PyCaret
Mayendedwe anu ophunzirira makina amatha kukhala opangidwa ndi Python pogwiritsa ntchito nsanja yophunzirira makina otsika, PyCaret.
Mutha kuyang'ana kwambiri pakuwunika, monga kuwongolera kwa data, maphunziro achitsanzo, kutanthauzira kwachitsanzo, MLOps, ndi kusanthula deta yowunikira, powononga nthawi yocheperako ndikusunga nthawi yochulukirapo pogwiritsa ntchito laibulale yophunzirira makinayi, yosavuta kugwiritsa ntchito.
Mtundu uliwonse ukhoza kuchita ntchito zina zophunzirira makina popeza PyCaret imayenera kukhala modular. Ntchito mu nkhaniyi ndi magulu a ntchito omwe amagwira ntchito molingana ndi momwe amagwirira ntchito.
Pafupifupi aliyense atha kupanga mayankho odalirika, omaliza mpaka-kumapeto ophunzirira makina pogwiritsa ntchito nsanja yotsika ya PyCaret.
Chiwonetsero choyambira mwachangu, mabulogu, makanema, ndi zokambirana zonse zimapereka mwayi wophunzira.
Pangani pulogalamu yoyambira yophunzirira pamakina, phunzitsani mtundu wanu mwachangu, ndikuwumasula ngati REST API nthawi yomweyo kuti muwunikenso ndikubwerezanso.
Mutha kupeza chithandizo cha GPU, kupanga chithunzi cha docker, kupanga pulogalamu ya ML, kukhazikitsa REST API, ndikuwunika zoyeserera. Asayansi onse odziwa zambiri komanso amateur ayenera kugwiritsa ntchito PyCaret.
mitengo
Pulatifomu ndi yaulere kugwiritsa ntchito aliyense.
6. Makina Ophunzirira
Makina Ophunzitsidwa amatha kukulolani kuphunzitsa kompyuta yanu kuzindikira phokoso lanu, manja anu, ndi zowoneka.
Popanda chidziwitso cha zolemba, zimakupatsirani njira yachangu komanso yosavuta yopangira mitundu yodalirika ya ML pamapulogalamu anu, mawebusayiti, ndi zina zambiri.
Pangani makina ophunzirira mma odel omwe ndi osavuta kugwiritsa ntchito komanso kupezeka kwa aliyense wokhala ndi Makina Ophunzitsidwa, nsanja yophunzirira makina otsika pa intaneti.
Ndizosavuta kugwiritsa ntchito: Kuphunzitsa kompyuta yanu, sonkhanitsani ndikusintha zitsanzo zanu m'magulu ambiri kapena magulu omwe mukufuna kuti amvetsetse, kenako yesani chitsanzocho nthawi yomweyo kuti muwone ngati chamvetsetsa zomwe mudaphunzitsa.
Tumizani chitsanzo cha masamba anu, mapulogalamu, ndi ma projekiti ena. Ngakhale zili bwino, mutha kuchititsa mtunduwu pa intaneti kapena kutsitsa.
mitengo
Pulatifomu ndi yaulere kugwiritsa ntchito aliyense.
7. Lobe AI
Gwiritsani ntchito Lobe kuphunzitsa mapulogalamu anu kuzindikira mbewu, kuwona manja, kuwerengera kubwereza, kumva kukhudzika, kuwona mitundu, kuwunika chitetezo, ndi zina zambiri.
Imakupatsirani zonse zomwe mungafune pamitundu yanu ya ML ndikuthandizira pakuphunzitsa mitundu yotere. Imaperekanso zida zaulere, zosavuta kugwiritsa ntchito.
Ingoperekani zitsanzo za zomwe mukufuna kuti pulogalamu yanu imvetsetse, ndipo makina ophunzirira makina adzaphunzitsidwa.
Mtunduwu ukhoza kuphatikizidwa mwachangu mu pulogalamu yanu. Popanda chidziwitso choyambirira, aliyense atha kugwiritsa ntchito nsanja yathu mosavuta.
Phunzitsani mwachindunji pakompyuta yanu kwaulere popanda kutumiza deta yanu pamtambo. Onse ogwiritsa Windows ndi Mac amatha kugwiritsa ntchito Lobe.
Kuphatikiza apo, mutha kutumiza kapena kutumiza mtundu wanu ku nsanja iliyonse. Makina abwino ophunzirira makina a projekiti yanu adzasankhidwa okha.
Zithunzi zomwe zili m'mafayilo anu zitha kufotokozedwa nthawi yomweyo ndi Lobe, kapena mutha kuzisonkhanitsa ndi kamera kuti mupange dataset ya ML.
Gwiritsani ntchito zowoneka bwino kuti mupeze mphamvu ndi zofooka zamitundu yanu yonse m'malo mongosintha kapena kuyika njira.
mitengo
Pulatifomu ndi yaulere kugwiritsa ntchito aliyense.
Kutsiliza
Poyerekeza ndi njira yokhazikika ya AI, njira ya AI yopanda code ndi yowongoka, yachangu, yotsika mtengo, komanso imasunga nthawi yayitali.
Popanda kufunikira kwa magulu okwera mtengo a sayansi ya data ndi zomangamanga zazikulu, palibe code AI imalimbikitsa ukadaulo, malingaliro oyendetsedwa ndi data, komanso kupanga zisankho mwachangu m'mabizinesi.
No-code AI ikukula ndipo ili ndi kuthekera kosinthiratu makampani aliwonse.
Popanga AI kuyambira pachiyambi, palibe zoletsa; ndinu omasuka kusankha kamangidwe, magwiridwe, kapena mapaipi omwe angagwire bwino ntchito yanu. Kumbali ina, kupanga mtundu wa bespoke kumatha kukhala kokwera mtengo komanso kuwononga nthawi.
Chifukwa chake, kubetcha kwathu kwabwino ndikukulitsa nsanja zotsika / zopanda code kuti tigwire ntchito zopapatiza kwambiri zamapaipi kuti ziwongolere ndikufulumizitsa njirazo.
Deep Das
Palibe code ndi tsogolo. Zikomo polemba zida zapamwamba zopanda ma code zomwe zikupezeka pamsika.