Njengoba i-AI isineminyaka engaphezu kweyishumi ikhona, ezinye izilinganiso zigomela ukuthi manje isizuze inqwaba ebucayi. Iningi lamabhizinisi lithuthukise izifiso zalo ze-AI esikhathini esidlule sokuhlola nobufakazi bezigaba zomqondo.
Inani lemali nesikhathi esidingekayo ukwenza noma yimiphi imizamo ye-AI ibe ngokoqobo belilokhu likhula njalo, noma ngabe i-AI isathathwa njengenkundla ekhethekile kanye nomsebenzi oyinkimbinkimbi wezobuchwepheshe.
Ezimweni ezithile, izindleko ezibalulekile kanye nemfuneko yobuchwepheshe obukhethekile ivimbela izinhlangano ekutholeni izindlela zokufaka izicelo ukuhlakanipha okungekhona okwangempela.
Akukho ukufunda komshini wekhodi nezixazululo ze-AI, nokho, kusazophazamisa imboni. Ukuze izinhlangano zithole inzuzo ngokugcwele ku-AI, ubungcweti bokubhala amakhodi akusadingeki.
Njengomphumela wokuyeka ukwakhiwa kwesoftware ye-AI kusukela ekuqaleni, ayikho ikhodi AI eyehlise kakhulu izindleko.
Kulesi sihloko, sizobheka ngokujulile ubuhlakani bokwenziwa obungenayo ikhodi, izinzuzo zayo, izithiyo, uhlu lwesoftware ye-AI ephezulu engenakhodi, nokunye okuningi.
Yini i-No-code Artificial Intelligence?
I-No-Code, ngendlela yayo elula, ibhekisela eqoqweni lobuchwepheshe elivumela abantu abavamile ukuthi benze izinhlelo zokusebenza, izinqubo ezizenzakalelayo, futhi uphathe idatha ngaphandle kokuba nolwazi lokuhlela lwangaphambilini.
I-plug-and-play, eqondile, amabhlogo wokwakha awusizo—i-Lego yesofthiwe yebhizinisi—yilokho okungenayo ikhodi. Izinkundla ze-No-code zisetshenziswa kakhulu emabhizinisini, futhi lo mkhuba awupheli.
Kokubili i-No-code AI kanye ne-No-code angamathuluzi anamandla avumela abasebenzisi bebhizinisi ukuthi bakhe izinhlelo zokusebenza noma amamodeli ngengxenyana yesikhathi kanye nezindleko zezindlela zokuthuthukiswa kwendabuko.
Ngakho-ke i-No-code AI ilapha ukuze yenze intando yeningi i-AI kulabo abanolwazi oluncane noma olungenalo lobuchwepheshe. I-No-code AI ihlose ukususa noma yiziphi izithiyo ezingaba khona kubasebenzisi bebhizinisi abasebenzisa futhi basebenzise i-AI ezindaweni zabo zokusebenza.
The Ukuhlakanipha okungekhona okwangempela i-landscape ifaka i-No-code AI, ebonakale yehlisa isithiyo sokusebenzisa i-AI ezimweni eziningi zezohwebo.
Uma sibhekisela ku-AI ye-No-code, sisho inkundla yokudonsa nokuwisa, esebenziseka kalula yokungasebenzisi ikhodi.
Ngokusetshenziswa kwenkundla enjalo, onjiniyela abangebona onjiniyela bangakwazi ukuhlukanisa ngokushesha futhi bahlaziye idatha, futhi badale amamodeli anembayo wokuqagela ngendaba yamaminithi noma amahora, njengokuthi abahlaziyi bezebhizinisi, ababhali bangaphansi, abaphathi bemikhiqizo, noma abaphathi bezingcuphe.
Ososayensi bedatha ingasebenza kumaphrojekthi ayinkimbinkimbi ngenxa ye-ML ne-AI, kuyilapho imisebenzi evamile ingenziwa ngokuzenzakalelayo.
Izinzuzo Ze-No-Code Artificial Intelligence
- Qasha ngokuqhutshwa kwedatha: Namuhla, amabhizinisi amaningi abeka phambili i-AI. Imboni ibone ukukhula kwesidingo samakhono e-AI eminyakeni emibili edlule. Ikakhulukazi uma uzama ukushayelwa idatha, ukwakha ithimba lesayensi yedatha kudla isikhathi futhi kuyabiza. Ngaphandle kwabasebenzi besayensi yedatha, ukuqhutshwa kwedatha kwenziwa nokwenzeka ngamapulatifomu e-AI ye-no-code kanye nobuchwepheshe.
- Ukusebenziseka: Abasebenzisi emhlabeni wezinkampani bangakha izixazululo ze-AI ngokushesha futhi ngendlela efinyelelekayo ngenxa yokudonsa nokuwisa ipulaki bese udlala. Inkundla ivamise ukuba lula futhi ikwazi ukuzisebenzisela yona ngoba imakethe eqondiwe iqukethe abasebenzisi bebhizinisi abangenalo ulwazi ngobuchwepheshe.
- Isivinini: Lapha, ukuhlola nokuphindaphinda kubalulekile. Ukuthuthukiswa kwemodeli esheshayo nokuhlolwa kuvamile ngobuchwepheshe be-No-code AI. Lokhu kwenza kube nokwenzeka ukwakha amamodeli ngokushesha futhi kunikeze okutholakele kubabambiqhaza bebhizinisi kaningi ukuze kugunyazwe noma kusekelwe izinqumo ezibalulekile zebhizinisi.
- I-Scalability: Inkundla ye-No-code AI ihlanganisa ingqalasizinda esekelayo futhi ikala phezulu noma phansi ngokuzenzakalelayo kuye ngomthwalo womsebenzi wokuthuthukisa nokusatshalaliswa kwamamodeli.
- Ukufinyeleleka: Izinkundla ze-AI ze-No-code zehlisa ukwamukelwa kwe-AI emabhizinisini amancane naphakathi nendawo ngenxa yokutshalwa kwezimali kwawo kokuqala okunesizotha, ijika lokufunda eliyisicaba, kanye nokuntuleka komgoqo wegebe lamakhono. Ngaphezu kwalokho, i-No-code AI inika amandla abasebenzisi bebhizinisi ukuthi bahlole i-AI futhi babone ngokushesha ukubaluleka kwayo.
Ububi be-No-Code Artificial Intelligence
- Ukuphepha: Ezinye izinkundla zingase zehluleke ukwakha amaphrothokholi okufinyelela, okungaba ukukhathazeka kumafemu abeka ukuphepha kuqala. Ukuze uqonde ngokugcwele ukuthi idatha yakho izocutshungulwa kanjani futhi kuphi, kuwumqondo omuhle ukufunda imigomo nemibandela.
- Ukubonisana noma ukuqeqeshwa kuyadingeka: Unjiniyela we-ML, uchwepheshe wezindaba zabasebenzi, kanye nomfundi oqeqeshelwa ukumaketha kufanele bonke bakwazi ukusebenzisa amapulatifomu anekhodi ephansi/angekho-khodi ngokombono, kodwa lokhu akunjalo ngaso sonke isikhathi. Ngenxa yokuthi umsebenzisi wokugcina wengxenyekazi ye-AI usevele engunjiniyela we-ML, lonke iqembu lizodinga ukuqeqeshwa nokwelulekwa okukhulu ukuze lazi izindlela ze-AI.
- Ukuntula ukholo: Kuze kube manje, sibone ukukhuphuka kokuduma kwamapulatifomu e-AI anekhodi ephansi/ayikho ikhodi, kodwa ingabe ayasebenza njengoba kusondela i-ML evamile? Ngokusho kwe-Google Trends, intshisekelo ku-no-code ML iyakhula, nakuba abathanda i-ML evamile basahamba phambili. Ngoba ukufunda ngomshini kanye umbono wekhompyutha sekunesikhathi eside ikhona, lezi zinsiza kanye nemitapo yolwazi idlula kakhulu amapulatifomu e-AI anekhodi ephansi/ayikhodi.
- Ukuntuleka kokwenza kube ngokwakho: Amapulatifomu anekhodi ephansi/akukho-khodi, kuyilapho elula futhi eshesha, ngokuvamile akhawulelwe ekusebenzeni njengoba yakhelwe ukubhekana nenkinga ethile futhi kunzima ukuqhamuka nayo ngaphandle kwebhokisi, eyinkimbinkimbi kakhulu. izixazululo. Yini okufanele uyenze uma ukhulisa isixazululo noma isici esithile, njengoba izidingo zebhizinisi ziwuketshezi futhi zishintsha ngomoya?
Isofthiwe Engcono Kakhulu Ye-Artificial Intelligence
1. I-BitSkout
Inkundla yesofthiwe ebizwa ngokuthi i-Bitskout ikuvumela ukuthi uzakhele ukugeleza komsebenzi wakho usebenzisa amamodeli obuhlakani bokwenziwa wekhodi ukuze uthuthukise ukukhiqiza komsebenzi wakho.
Ngokuhlanganisa i-No-code AI nethuluzi lakho lokuphatha iphrojekthi, unganciphisa imisebenzi ephindaphindwayo, udale umzila ohlakaniphe kakhulu wemisebenzi, noma uqale ukuqoqa idatha endle ukuze uzenzele owakho ama-algorithm asekuqaleni.
Isixhumi esibonakalayo sokudonsa nokuwisa sisetshenziselwa ukuthuthukisa izinqubo kuplathifomu ye-Bitskout SaaS, ukuyibeka kalula. Ulwazi oluvela ekuqaliseni kabusha lungakhishwa kusetshenziswa i-Bitskout AI futhi yengezwe kumathuluzi wakho wephrojekthi ukuze yonke into ibe sendaweni eyodwa.
Hlukanisa umfakisicelo ngokwezigaba ngokuzenzakalelayo ngokwamazinga owakhethile, futhi uzokwazi ukufinyelela inketho yokusesha yawo wonke ama-CV. Ukuhamba komsebenzi kunezigaba eziqediwe kuphrojekthi exhunyiwe.
Amamodeli e-AI ombhalo, izithombe, amavidiyo, nezinye izinhlobo zokuhlaziywa kwedatha nawo angafakwa ekuhambeni komsebenzi. Amamodeli e-AI nawo angadalwa ngokusebenzisa indawo yomsebenzisi ngaphandle kokubhala noma iyiphi ikhodi.
Sebenzisa i-Bitskout AI ukuze ukhiphe ulwazi kumakhadi ebhizinisi ukuze ithimba lonke likwazi ukulibonela iphrojekthi yakho nezinhlelo zokusebenza ze-CRM. Hlela ngokuzenzakalelayo ukuhola ngokusekelwe kwinkampani noma isihloko somsebenzi.
Zamanani
Ungazama inkundla ngesivivinyo sayo samahhala sezinsuku eziyi-14 futhi amanani entengo aqala kusuka ku-€59.00/ngenyanga.
2. I-Akkio
I-Akkio iyinkundla ehlanganisa konke ye-No-code AI. Lokhu kuphakamisa ukuthi ungakha, usebenzise, futhi uhlanganise amamodeli e-AI wonke endaweni eyodwa noma ungenawo amakhono obuchwepheshe.
Ngokuvamile, onjiniyela bezinhlelo zokusebenza nabanye ochwepheshe bezobuchwepheshe bayadingeka ukuze kuhlanganiswe amamodeli akhiwe ubuchwepheshe be-AutoML kanye nezixazululo ze-AI ezingenayo ikhodi.
Ukwakha “ukugeleza kwe-AI” kusetshenziswa i-Akkio, eqhutshwa isixhumi esibonakalayo esibonakalayo ngokuphelele, kwenza kube lula ukuhlanganisa i-AI kunoma iyiphi inqubo.
Njengenkundla ye-AI yokuphela-kuya-ekupheleni, engenakhodi ye-AI, ibalwa phakathi kwamapulatifomu aphezulu kulo mkhakha. Yenzelwe ikakhulukazi ukusiza izindawo ezahlukahlukene, okubandakanya ukusebenza, ukumaketha, ukuthengisa, kanye nezezimali, ekwenzeni ukukhetha okuqhutshwa yidatha.
Ithi "isuka kudatha iye ku-AI emizuzwini eyi-10 - abukho ubungcweti bokuhlela noma besayensi yedatha edingekayo" futhi manje isibalwa njengomkhiqizo ophezulu wosuku ekuzingeleni komkhiqizo.
Ubulula bokuthunyelwa kwe-no-code yikhwalithi yabo enhle kakhulu. Ungahlinzeka ithimba lakho ngemininingwane ewusizo nezisombululo inqobo nje uma unokuqonda okuqinile kwedatha.
Ukwengeza, inezixhumi ezimbalwa futhi yadalelwa ukuthi ixhunywe kudatha yakho ukuze izibikezelo zihanjiswe noma yikuphi.
Zamanani
Ungazama inkundla mahhala futhi intengo iqala ku-$60/ngenyanga.
3. I-Super Annotate
Dala i-SuperData ye-AI yakho nge-SuperAnnotate. Uhlaka oluphelele lokuphatha, lokuchasisa, kanye nenguqulo yedatha yeqiniso eliyisisekelo luyatholakala kuhlelo lwakho lokusebenza lobuhlakani bokwenziwa.
Ukusebenzisa ikhithi yamathuluzi eqinile, izinsizakalo zezichasiselo ezihamba phambili emakethe, kanye nesistimu yokuphatha idatha enamandla, kukuvumela ukuthi unwebe futhi wenze ngokuzenzakalela ipayipi lakho le-AI 3x–5x ngokushesha.
Yakha amasethi edatha ekhwalithi ephezulu ngamasevisi asezingeni eliphezulu kakhulu nekhithi yamathuluzi ngenkathi uchaza ividiyo, umbhalo, nezithombe ngokuphuma kwedatha. Amathuluzi okuphatha amaphrojekthi aqinile kanye nokusebenzisana kuzosiza imodeli yakho ichume emhlabeni wangempela.
Nge-SuperAnnotate, ungakwazi ukuhlela ukugeleza komsebenzi kwesichasiselo okusebenzayo, ubeke iso kukhwalithi yephrojekthi, usebenze ndawonye neqembu, nokunye okuningi endaweni eyodwa.
Inezici zokufunda okusebenzayo nokuzishintshayo ezingakusiza ukuthi uqedele inqubo yakho yesichasiselo ngokushesha okukhulu.
Ukuze uthuthukise ukusebenza kwemodeli, uhole amaphrojekthi aphumelele, futhi ubone umehluko ngaso leso sikhathi, uzothola ukubambisana okusebenzayo okunamazinga amaningi kanye namathuluzi okuphatha ikhwalithi.
Ngaphezu kwalokho, i-SuperAnnotate inikeza inkundla egxile ekuvikelekeni engasetshenziswa ukuminyanisa amapayipi anoma iyiphi inkimbinkimbi noma isikali.
Ungenza izibopho ezinkudlwana ukuze uthole izaphulelo eziyinqwaba futhi wehlise izindleko zamapayipi e-AI ngoba anganweba amaphrojekthi akho noma kuphi emhlabeni.
Zamanani
Sicela uthinte abasebenzi bokuthengisa ukuze ubuze ngentengo, njengoba ingavezwa esizeni.
4. Ngokusobala i-AI
Nge-platform ye-AI esobala, ungakwazi ukubikezela idatha ngaphandle kokubhala umugqa owodwa wekhodi ngemizuzu embalwa nje.
Lokhu kuhlanganisa inqubo egcwele yokuklama yama-algorithms okufunda komshini, kanye nokuqagela ngokuchofoza kanye kwemiphumela yawo.
Thola ingxoxo yedatha ukuze ulolonge idathasethi yakho ngokuzenzakalelayo ngaphandle kokusebenzisa noma iyiphi ikhodi, bese wabelana ngamamodeli akho e-ML neqembu noma uwenze avuleleke kuwo wonke umphakathi.
Wonke umuntu manje angaqala ukukhiqiza izibikezelo esebenzisa ama-algorithms, futhi ungafaka phakathi okuguquguqukayo Ukufunda komshini izibikezelo kuhlelo lwakho lokusebenza ngokusebenzisa i-API enekhodi ephansi.
Ngokungangabazeki, i-AI yakhelwe ukunikeza wonke umuntu impendulo elula. Ifayela le-CSV lingafakwa noma lihlanganiswe nemithombo yakho yedatha.
Bona okuguquguqukayo okuthinta izibikezelo kanye nemiphumela yesibikezelo usebenzisa izimo zokucatshangelwa ezifana nokuthi "kuthiwani-uma." ngena ujule ekucacisweni kwe-algorithm, thola amamodeli aqhudelanayo, futhi uqonde ukusebenza kwamamodeli.
Yonga isikhathi ngenkathi uthuthukisa amamodeli e-AI athuthukile futhi ayinkimbinkimbi ngokukhetha inani lemigqa namakholomu (kusuka ezigidini eziyi-1000 kuye kwezingama-500) nokufunda ukuthi kuzothatha isikhathi esingakanani ukuthuthukisa i-algorithm usebenzisa i-AI.
Zamanani
Inkundla imahhala ukuyisebenzisa uma ubhalisa okokuqala. Nokho, ayibonisi amanani. Ukuze ufunde kabanzi mayelana nezintengo, sicela uxhumane nomnyango wezentengiso.
5. I-PyCaret
Ukugeleza komsebenzi wokufunda komshini wakho kungenziwa ngokuzenzakalelayo nge-Python kusetshenziswa iplathifomu yokufunda yomshini ovulekile, enekhodi ephansi ye-PyCaret.
Ungagxila kakhulu ekuhlaziyweni, njengokwelashwa kusengaphambili kwedatha, ukuqeqeshwa kwemodeli, ukuchazwa kwemodeli, ama-MLOps, nokuhlaziywa kwedatha yokuhlola, ngokusebenzisa isikhathi esincane sokubhala ikhodi nesikhathi esengeziwe usebenzisa le labhulali yokufunda yomshini eyisisekelo, okulula ukuyisebenzisa.
Imodeli ngayinye ingenza imisebenzi ethile yokufunda komshini njengoba i-PyCaret ihloselwe ukuba yimodular. Imisebenzi kulo mongo ingamaqembu emisebenzi enza imisebenzi ngokuya ngokuhamba komsebenzi okunqunywe kusengaphambili.
Cishe noma ubani angakha izixazululo zokufunda umshini ezithembekile, ezifika ekugcineni esebenzisa iplathifomu yekhodi ephansi ye-PyCaret.
Idemo yokuqala esheshayo, ibhulogi, amavidiyo, nezingxoxo konke kunikeza amathuba okufunda.
Dala uhlelo lokusebenza lokufunda lomshini oluyisisekelo, qeqesha imodeli yakho ngokushesha okukhulu, futhi uyikhulule njenge-REST API ngokushesha ukuze ihlaziywe futhi iphindwe.
Ungathola ukwesekwa kwe-GPU, wenze isithombe sedokhu, uthuthukise uhlelo lokusebenza lwe-ML, usungule i-REST API, futhi uqaphe izivivinyo. Bobabili ochwepheshe bedatha ye-amateur kufanele basebenzise i-PyCaret.
Zamanani
Inkundla imahhala ukusetshenziswa kuwo wonke umuntu.
6. Imishini Efundiswayo
Umshini Ofundisekayo ungakuvumela ukuthi ufundise ikhompuyutha yakho ukubona imisindo yakho, ukuthinta, nokubonwayo.
Ngaphandle kwanoma yimuphi umuzwa wokubhala amakhodi, ikunikeza indlela esheshayo nelula yokwakha amamodeli athembekile e-ML yezinhlelo zakho zokusebenza, amawebhusayithi, nokuningi.
Dala umshini wokufunda mama-odel asebenziseka kalula futhi afinyeleleka kuwo wonke umuntu onomshini Ofundisayo, inkundla yokufunda yomshini wekhodi ephansi esekelwe kuwebhu.
Kulula ngempela ukuyisebenzisa: Ukuqeqesha ikhompuyutha yakho, qoqa futhi uhlele amasampula akho abe amakilasi noma izigaba eziningi ofuna ukuthi iziqonde, bese uhlola imodeli ngokushesha ukuze uhlole ukuthi ingabe ikuqondisisile yini lokho obuyifundisile.
Thumela imodeli yamawebhusayithi akho, izinhlelo, namanye amaphrojekthi. Okungcono nakakhulu, ungabamba imodeli ku-inthanethi noma uyilande.
Zamanani
Inkundla imahhala ukusetshenziswa kuwo wonke umuntu.
7. Lobe AI
Sebenzisa i-Lobe ukuze ufundise izinhlelo zakho zokusebenza ukubona izitshalo, ukubona ukuthinta, ukubala izimpinda, ukuzwa imizwa, ukubona imibala, ukuhlola ukuphepha, nokuningi.
Iletha konke okudingayo kumamodeli akho e-ML kanye nezinsiza ekuqeqesheni amamodeli anjalo. Iphinde inikeze mahhala, amathuluzi asebenziseka kalula.
Vele unikeze amasampuli alokho ofuna uhlelo lwakho lokusebenza likuqonde, futhi imodeli yokufunda yomshini ezenzakalelayo izoqeqeshwa.
Le modeli ingabe isifakwa ngokushesha kuhlelo lwakho lokusebenza. Ngaphandle kokwazi ukwenza amakhodi ngaphambilini, noma ubani angasebenzisa inkundla yethu kalula.
Ziqeqeshe ngokuqondile kukhompuyutha yakho mahhala ngaphandle kokuthi uthumele idatha yakho emafini. Bobabili abasebenzisi beWindows neMac bangasebenzisa i-Lobe.
Ukwengeza, ungathumela noma uthumele imodeli yakho kunoma iyiphi ingxenyekazi. Isakhiwo esihle sokufunda somshini sephrojekthi yakho sizokhethwa ngokuzenzakalelayo.
Izithombe ezikumafayela akho zingachazelwa khona manjalo nge-Lobe, noma ungaziqoqa ngekhamera ukuze wakhe idathasethi ye-ML.
Sebenzisa imiphumela ebonakalayo ukuze uthole amandla kanye nobuthakathaka bawo wonke amamodeli wakho esikhundleni sokwenza noma yikuphi ukucushwa noma izinqubo zokusetha.
Zamanani
Inkundla imahhala ukusetshenziswa kuwo wonke umuntu.
Isiphetho
Uma kuqhathaniswa nenqubo ye-AI ejwayelekile, indlela ye-AI ye-No-code iqondile, iyashesha, iyathengeka, futhi yonga isikhathi esibalulekile.
Ngaphandle kwesidingo samaqembu esayensi yedatha abizayo nengqalasizinda ebambekayo, i-No-code AI ikhuthaza ukuqamba izinto ezintsha, ingqondo eqhutshwa idatha, kanye nokwenza izinqumo ngokushesha emabhizinisini.
I-No-code AI iyakhula futhi inamandla okushintsha ngokuphelele noma iyiphi imboni.
Lapho udala i-AI kusukela ekuqaleni, akukho mingcele; ukhululekile ukukhetha izakhiwo, ukusebenza, noma ipayipi elisebenza kangcono kuphrojekthi yakho. Ngakolunye uhlangothi, ukwenza imodeli ye-bespoke kungase kubize futhi kudle isikhathi.
Ngakho-ke, ukubheja kwethu okungcono kakhulu ukusebenzisa amapulatifomu anekhodi ephansi/angekho-khodi ukuze sisingathe imisebenzi yamapayipi emincane kakhulu ukuze kuthuthukiswe futhi kusheshiswe izinqubo.
I-Deep Das
Ayikho ikhodi eyikusasa. Siyabonga ngokufaka amathuluzi aphezulu angekho ikhodi atholakala emakethe.