Ndi kukwera kosasunthika kwa oyambitsa omwe akuyesera kuti apeze phindu pamsika, osunga ndalama amakhala ndi nthawi yovuta kusankha omwe angayikemo. Zimadziwika kuti posankha kampani imodzi kapena ina, zinthu zambiri zimabwera, kuphatikizapo chifundo chomwe chingakhalepo pakati pa woyambitsa ndi wogulitsa ndalama. Koma ife tiri m'dziko la deta, momwe chirichonse chimawerengedwera ndi kumene tikuwona kuti Artificial Intelligence ikuthandiza m'magulu ambiri kupanga zisankho. Kodi zomwezo zimachitika ndi oyambitsa?
Vuto loyamba lomwe tapeza ndiloti pali deta yochepa pa iwo. "Nthawi zina palibe njira yoti mukhale ndi chidziwitso kuyambira koyambira, kusinthidwa, kukhala ndi chitsanzo, ndipo izi zimapangitsa kuti ntchitoyi ikhale yovuta," akuyamba kunena za José Hernández Orallo, pulofesa pa yunivesite ya Polytechnic ya Valencia, yemwe adatsogolera imodzi mwa Mipando ya BigML. mu maphunziro makina.
Zosintha zolosera zimagwiritsidwa ntchito, monga madera, ndalama, gulu ... ndiyeno chitsanzocho chimasankha, "monga momwe zimachitikira m'madera ena, koma pakadali pano ndizosiyana kwambiri zomwe zatsopano ndizofunikira kwambiri." Kumbukirani kuti kuyika ndalama poyambira ndi chinthu chowopsa, kuti ngati kuli kofunikira chidzapambana, komanso kuti kudalirika kwa AI "kumadalira pang'ono kumene kunanenedweratu". Chinsinsi chake ndi "ngati machitidwewa azichita bwino kuposa anthu, omwe amadziwa zomwe zikuchitika" zomwe zimasiyidwa mu ma algorithms. Koma Hernández Orallo amakhulupirira kuti ndizothandiza "zikafika pakusefa ndikupanga zisankho limodzi. Mutha kuyang'ana koyamba" ndipo kumbukirani kuti "chisankho chodziwikiratu chimagwira ntchito m'magawo ena".
Nacho Ormeño, co-founder ndi CEO wa StartupXplore, wapanga luso lodziwiratu zam'tsogolo ndikusankha momwe angagwiritsire ntchito ndalama. "Kupambana kumatsimikiziridwa ndi kupangidwa kwa mtengo, ndipo chosiyanitsa kwambiri ndikutha kuchita ndi kuphunzira kuchokera kumagulu omwe ali nawo." ma aligorivimu akhoza kuchita mbali ya zosefera ndi kusanthula chiopsezo ntchito bwino kwambiri, kutumikira kumeneko monga zisankho kachitidwe thandizo, "lero iwo akadali sangathe kudziwiratu mmene msika adzachita pamaso pa lingaliro latsopano mtengo, kapena ngati mokwanira analimbikitsa Team adzakhala athe kupanga ndi kukonza mapulani, kapena ngati atha kukonza bwino zomwe ali nazo ”.
Ormeño ikuwonetsa kuti wogulitsa ndalama zoyambira ayenera kuwongolera kulephera kwamakampaniwa ngati chizolowezi m'magawo awo chifukwa "pali maphunziro omwe akuwonetsa kuti 65% ya ndalama zomwe zidapangidwa m'makampani omwe adapangidwa posachedwapa sizopindulitsa kwa Investor, phindu la kalata yonse idzatengedwa ndi 35% yotsalayo.
Paloma Castellano, mkulu wa Wayra Madrid, akuvomereza kuti ndalama zonse zogulira ndalama zimachokera ku chisankho ichi. "Timagwiritsa ntchito zidziwitso zosiyanasiyana, zakunja ndi zamkati, chifukwa cha mbiri yomwe tili nayo pama projekiti," akutero. Wayra adayika ndalama m'makampani opitilira 800 padziko lonse lapansi atasanthula ma projekiti opitilira 80.000 ndipo "timaphunzira nthawi zonse". Ichi ndichifukwa chake kukonza deta ndikofunikira, koma amazindikira kuti "si njira yosalephera. Ndalama zonse zili ndi anti-portfolio, magulu amakampani omwe tidati ayi ndipo pambuyo pake adapambana ", akufotokoza. Castellano amakhulupirira kuti pakadali zambiri kuchuluka kwa deta komanso "zambiri zabwino kwambiri, komanso, mukamagulitsa ndalama koyambirira, mukuika ndalama koposa zonse mwa anthu".
nsanja yochita upainiya
Mu 2016 Telefónica ndi BigML adapanga PreSeries, imodzi mwamapulatifomu oyambira okha kuti alosere mwayi woti oyambitsa, kuphatikiza oyambira, achite bwino. Mgwirizano ndi Telefónica udayamba panthawi yomwe "zochepa kwambiri zidachitika poyambira," akufotokoza Francisco Martín, woyambitsa mnzake komanso CEO wa BigML, kampani yomwe imachepetsa deta kwa omvera kuti athandizire kupanga zisankho. Lingaliro lidzakhala lokhala ndi olembetsa mu gawo loyamba "kotero kuti wobwereketsayo azitha kudziwa zambiri" ndiyeno "kuti nsanja izitha kuzungulira kuzungulira". Mu 2019, kampani ya Rackspace idaphatikizapo PreSeries "kuti apange pulogalamuyi mkati." Martín amakumbukira kuti adapanga luso lotha kusonkhanitsa deta komanso kuti "zinagwira ntchito bwino, mapulogalamuwa adapanga zosankha, koma chinali chida chothandizira. Chovuta chinali kupeza zambiri chifukwa sizolondola monga momwe zilili mumakampani aboma ”.
Arturo Moreno adatsogolera PreSeries mu gawo lake lomaliza ndipo watsatira mapazi ake ndi Databell. "Chomwe chimachitika ndi oyambitsa ndi makampani azinsinsi ndikuti palibe deta yabwino komanso maziko ogwiritsira ntchito sayansi ya data ndikuti ali ndi phindu," akutero Moreno. Pambuyo podutsa PreSeries, kumene "tinatha kuneneratu mwayi wopita pagulu kapena kuti kampani ina igule kwa inu", adatenga sitepe kuti "ogulitsa ndalama ndi oyambitsa asinthane". Pulatifomu iyi yaulere yokhala ndi osunga ndalama 200 ndi oyambitsa 500.
Moreno akukhulupirira kuti motere padzakhala zochitika zina, ma aligorivimu athandizira kusankha zoyambira zomwe angagwiritsire ntchito ndalama mwanjira iliyonse, ikhala "njira yodzipangira yokha ndi chinthu chamunthu chomwe chili chofunikira". Koma zimapatsa mphamvu kusanthula kumathandizira pachigamulo. Amakumbukira kufunika kokhala ndi mtengo wolosera kuchokera ku deta ndikuwona chidwi chachikulu pa gawoli, "pali chilakolako chachikulu chogulitsira zoyambira komanso zambiri zomwe zilipo, zimakhala bwino kwa maphwando onse."
