Nekusimuka kwakasimba kwekutanga kuyedza kuwana nzvimbo mumusika, varidzi vemari vari kunetsekana kusarudza kuti ndiani wekudyara. Zvinozivikanwa kuti pakusarudza kambani imwe kana imwe, zvinhu zvakawanda zvinouya, kusanganisira tsitsi dzinogona kuvapo pakati pemuvambi nemuiti wemari. Asi isu tiri munyika yedata, umo zvinhu zvese zvinoverengerwa uye kwatinoona kuti Artificial Intelligence iri kubatsira muzvikamu zvakawanda kuita sarudzo. Ndizvo zvimwe chete zvinoitika nekutanga?
Dambudziko rekutanga ratakawana nderekuti pane data shoma pavari. "Dzimwe nguva hapana nzira yekuve neruzivo kubva kune kutanga, kurongeka, kuve nemuenzaniso, uye izvo zvinoita kuti basa riome," anotanga achireva José Hernández Orallo, purofesa paPolytechnic University yeValencia, akatungamira imwe yeBigML Chairs. mukudzidza muchina.
Kufanotaura kunoshandiswa kunoshandiswa, senge domain, mari, boka ... uye ipapo muenzaniso unosarudza, "sezvinoitwa kune dzimwe nzvimbo dzakapoteredza, asi munyaya iyi inzvimbo dzakasiyana-siyana apo hutsva hunokosha zvikuru." Yeuka kuti kuisa mari mukutanga-ups chiito chine ngozi, zvokuti kana zvichidiwa chichabudirira, uye kuti kuvimbika kweAI "kunoenderana zvishoma pane zvakafanotaurwa". Chinokosha ndechekuti "kana masisitimu aya achizviita zvirinani pane vanhu, vanoziva mamiriro" ayo anosiiwa kunze kwealgorithms. Asi Hernández Orallo anotenda kubatsira kwayo “kana zvasvika pakusefa nekuita sarudzo dzakabatana. Iwe unogona kuita yekutanga kuongorora" uye yeuka kuti "sarudzo otomatiki inoshanda chete mune mamwe madomasi".
Nacho Ormeño, co-muvambi uye CEO weStartupXplore, akagadzira kugona kufanotaura ramangwana uye kusarudza nzira yekudyara. "Kubudirira kunotemerwa nekugadzirwa kwekukosha, uye chinhu chinosiyanisa kugona kuita uye kudzidza kubva kuzvikwata zvinovaumba." Algorithms inogona kuita chikamu chekusefa uye yekuongorora njodzi inoshanda nemazvo, kushanda ipapo semasarudzo ekutsigira masisitimu, "nhasi havagone kufanotaura kuti musika uchaita sei pamberi pechipo chitsva chekukosha, kana kana Chikwata chakakurudzirwa chakakwana chichava. vanokwanisa kuvaka nekuita hurongwa, kana kana vakanatsiridza zviwanikwa zviripo kwavari”.
Ormeño inosimbisa chokwadi chekuti investor mukutanga anofanirwa kugadzirisa kutadza kwemakambani aya sechimwe chinhu chinogara mumapotfolio avo sezvo "kune zvidzidzo zvinoratidza kuti 65% yekudyara kwakaitwa mumakambani achangoburwa haabatsiri kune investor, purofiti tsamba yose ichatakurwa ne35% yasara.
Paloma Castellano, director weWayra Madrid, anobvuma kuti mari dzese dzekudyara dzinobva pane iyi sarudzo. “Tinoshandisa ruzivo rwakasiyana, rwekunze nemukati, nekuda kwenhoroondo yatinayo yemapurojekiti,” anodaro. Wayra akadyara mumakambani anopfuura mazana masere pasirese mushure mekuongorora zvinopfuura mapurojekiti e800 uye "tinodzidza panguva dzese". Ndosaka kugadzirisa data kwakakosha, asi anoona kuti "haisi maitiro asingakanganisi. Mari yese ine anti-portfolio, seti yemakambani atakati kwete uye akazobudirira,” anojekesa. Castellano anotenda kuti kuchine yakawanda vhoriyamu yedata uye "iri nani mhando yedata uye,zve, kana iwe uchidyara mumatanho ekutanga, uri kuisa mari pamusoro pezvese muvanhu".
chikuva chokupayona
Muna 2016 Telefónica neBigML vakagadzira PreSeries, imwe yekutanga otomatiki mapuratifomu kufanotaura mukana wekuti kutanga, kusanganisira kutanga, kuchabudirira. Kudyidzana neTelefónica kunomuka panguva iyo "zvishoma zvakaitwa mumunda wekutanga", anotsanangura kudaro Francisco Martín, co-muvambi uye CEO weBigML, kambani inodzikisa data kune vatengi kubatsira kuita sarudzo. Iyo pfungwa ichave yekuve nevanyoreri muchikamu chekutanga "kuitira kuti investor awane ruzivo" uyezve "yepuratifomu iite otomatiki kutenderera kwese". Muna 2019, kambani yeRackspace yaisanganisira PreSeries "kugadzira chirongwa mukati." Martín anoyeuka kuti akasika tekinoroji inokwanisa kuunganidza data uye kuti "yakashanda zvakanaka, software yakaita sarudzo, asi yaive chishandiso chekubatsira. Dambudziko raive rekuwana ruzivo nekuti haruna kurongeka sepakambani yeruzhinji”.
Arturo Moreno akatungamira PreSeries muchikamu chayo chekupedzisira uye akatevera tsoka dzake neDatabell. "Chii chinoitika nekutanga uye makambani akazvimirira ndechekuti hapana dhata remhando uye chikonzero chekushandisa sainzi yedata ndechekuti varipo, vane kukosha kweprojekiti," anodaro Moreno. Mushure mekupfuura nePreSeries, uko "takakwanisa kufanotaura mukana wekuenda kuruzhinji kana kuti imwe kambani yaizotenga kubva kwauri", akatora danho kuitira kuti "investi uye vanotanga kuchinjana ruzivo". Iyi yemahara yekupinda chikuva ine mazana maviri emari uye mazana mashanu ekutanga.
Moreno anotenda kuti nenzira iyi pachave nezvimwe zviitiko, maalgorithms anozobatsira kusarudza matangiro ekuisa mari munzira ipi neipi, ichave "yakakwana otomatiki maitiro nechinhu chemunhu chakakosha". Asi inopa agility kune ongororo inobatsira mune sarudzo. Anoyeuka kukosha kwekuve nekufanotaura kukosha kubva kune data uye kuona kufarira kukuru munharaunda, "kune chido chikuru chekudyara mukutanga uye iyo yakawanda data iripo, zviri nani kune ese mapato."
