{"id":3637,"date":"2023-08-09T08:29:27","date_gmt":"2023-08-09T08:29:27","guid":{"rendered":"http:\/\/the-codest.localhost\/blog\/the-age-of-ml-driven-financial-solutions-a-new-era-in-fintech\/"},"modified":"2024-08-09T11:21:45","modified_gmt":"2024-08-09T11:21:45","slug":"ml-valdomu-finansiniu-sprendimu-amzius-nauja-fintech-era","status":"publish","type":"post","link":"https:\/\/thecodest.co\/lt\/blog\/the-age-of-ml-driven-financial-solutions-a-new-era-in-fintech\/","title":{"rendered":"ML valdom\u0173 finansini\u0173 sprendim\u0173 am\u017eius: Nauja finansini\u0173 technologij\u0173 era"},"content":{"rendered":"<p>Neseniai vykusiame pokalbyje apie sintez\u0119 <strong>dirbtinis intelektas <\/strong> (<a href=\"https:\/\/thecodest.co\/lt\/blog\/the-rise-of-ai-in-the-baltics-discussion-on-estonia-latvia-and-lithuanias-tech-scene\/\">AI<\/a>) ir  <strong><a href=\"https:\/\/thecodest.co\/lt\/dictionary\/machine-learning\/\">ma\u0161ininis mokymasis<\/a> <\/strong> \u012f <a href=\"https:\/\/thecodest.co\/lt\/blog\/top-technologies-used-in-european-fintech-development\/\">finansai<\/a> sektoriuje, man teko garb\u0117 vadovauti dialogui, u\u017eduodant a\u0161trius klausimus. M\u016bs\u0173 gilinimuisi vadovavo Sebastianas Niehausas.  <strong>Machine Learning in\u017einierius <\/strong> specializuojasi kiekybinio Finance ir <a href=\"https:\/\/thecodest.co\/lt\/blog\/guide-to-enterprise-software-development\/\">CTO<\/a> adresu <a href=\"https:\/\/www.sekasa-technologies.com\" rel=\"nofollow\">SEKASA technologijos <\/a>. Sebastiano did\u017eiul\u0117 kompetencija suteik\u0117 \u0161viesi\u0173 \u012f\u017evalg\u0173 apie augan\u010di\u0105 simbioz\u0119 tarp  <strong>dirbtinis intelektas ir <a href=\"https:\/\/thecodest.co\/lt\/dictionary\/what-is-fintech-in-banking\/\">fintech<\/a> <\/strong>.<\/p>\n<p>Per m\u016bs\u0173 pokalb\u012f CTO su Sebastianu gilinom\u0117s \u012f dirbtinio intelekto ir finans\u0173 pasaul\u012f. Nepaisant to, kad mus skiria daugyb\u0117 kilometr\u0173, pokalbis vyko skland\u017eiai! <\/p>\n<p><img decoding=\"async\" src=\"\/app\/uploads\/2024\/05\/zrzut-ekranu-2023-08-9-o-10.37.52.png\" alt=\"Susipa\u017einkite su&lt;em&gt;ekranas&lt;\/em&gt;two_people&quot; title=&quot;JJ ir SN susitikimas scr&quot; \/&amp;gt;&lt;\/p&gt;&lt;p&gt;Dabar pasinerkime \u012f  &lt;strong&gt;Machine Learning &lt;\/strong&gt; ir  &lt;strong&gt;Fintech! &lt;\/strong&gt;&lt;\/p&gt;&lt;p&gt;&lt;b&gt;Jakubas: Sebastian, pasakyk &amp;lt;a href=\"https:>mus<\/a> kod\u0117l finans\u0173 \u012fmon\u0117 tur\u0117t\u0173 ie\u0161koti galimybi\u0173 integruoti dirbtin\u012f intelekt\u0105 \u012f savo kasdien\u0119 veikl\u0105?<\/b><\/p>\n<p><b>Sebastianas<\/b>: Papras\u010diausiai ji leid\u017eia analizuoti didelius kiekius <a href=\"https:\/\/thecodest.co\/lt\/blog\/app-data-collection-security-risks-value-and-types-explored\/\">duomenys<\/a> kuri\u0173 negalima analizuoti jokiais kitais b\u016bdais, taip sukuriant reik\u0161ming\u0105 <a href=\"https:\/\/thecodest.co\/lt\/dictionary\/what-is-the-size-of-your-potential-reachable-market\/\">rinka<\/a> privalumai.<\/p>\n<p>Finance - tai duomen\u0173 analiz\u0117 ir apdorojimas. Nepriklausomai nuo to, ar kalbame apie mok\u0117jimo paslaug\u0173 teik\u0117jus, investicines \u012fmones, <a href=\"https:\/\/thecodest.co\/lt\/blog\/fintech-app-development-services-features-in-2026\/\">bankai<\/a> arba rinkos formuotojams. Kiekvienas rinkos dalyvis, kad ir koks ma\u017eas b\u016bt\u0173, atlieka analiz\u0119, naudodamasis turimais duomenimis, galb\u016bt ne \u012fmantriais algoritmais, bet kitomis analiz\u0117s formomis.<\/p>\n<p>Ta\u010diau duomen\u0173 problema yra ta, kad nepriklausomi duomen\u0173 ta\u0161kai paprastai yra nenaudingi, jie tampa \u012fdom\u016bs tik tada, kai pridedamas kontekstas. Tok\u012f kontekst\u0105 galima prid\u0117ti lyginant dabartinio atvejo duomenis su pana\u0161iais atvejais arba pridedant daugiau susijusi\u0173 ir nesusijusi\u0173 duomen\u0173. Tai gali b\u016bti, pavyzd\u017eiui, kit\u0173 rink\u0173 ar aplinkosaugos duomen\u0173 \u012ftraukimas priimant investicinius sprendimus arba platesnis sandori\u0173 spektras nustatant suk\u010diavimo atvejus. <\/p>\n<p><b>Jakubas: \u017dvelgiant i\u0161 \u0161io ta\u0161ko - kas apskritai yra dirbtinis intelektas ir ma\u0161ininis mokymasis? <\/b><\/p>\n<p><b>Sebastianas<\/b>: Dirbtinis intelektas (DI) - tai kompiuterini\u0173 sistem\u0173, galin\u010di\u0173 atlikti u\u017eduotis, kurioms paprastai reikia \u017emogaus intelekto, pavyzd\u017eiui, mokytis, samprotauti, spr\u0119sti problemas ir priimti sprendimus, k\u016brimas. <\/p>\n<p><strong>Machine Learning<\/strong> tai dirbtinio intelekto poskyris, kuriame daugiausia d\u0117mesio skiriama algoritm\u0173 mokymui, kad jie i\u0161 retrospektyvini\u0173 duomen\u0173 i\u0161mokt\u0173 modelius ir atlikt\u0173 prognozes konkre\u010diai u\u017eduo\u010diai atlikti. Taigi, jis atskleid\u017eia d\u0117sningumus ir mechanizmus u\u017eduotims automatizuoti arba generuoja naujas \u017einias apie jas. <\/p>\n<p>Per pastaruosius kelerius metus i\u0161populiar\u0117jo dirbtinio intelekto arba ma\u0161ininio mokymosi metodai, nes jais galima apdoroti daug \u012fvairi\u0173 duomen\u0173 savybi\u0173. Tai didelis skirtumas nuo klasikini\u0173 statistini\u0173 modeli\u0173, kuriuos finans\u0173 srityje naudojame nuo 8-ojo de\u0161imtme\u010dio. <\/p>\n<p><b>Jakubas: \u012edomi \u012f\u017evalga! Taigi, kokia yra ma\u0161ininio mokymosi nauda <a href=\"https:\/\/thecodest.co\/lt\/blog\/on-the-radar-top-fintech-companies-in-nevada\/\">FinTech \u012fmon\u0117s<\/a>?<\/b><\/p>\n<p><b>Sebastianas:<\/b> Vienu sakiniu: Jie i\u0161naudoja vis\u0105 savo potencial\u0105! <\/p>\n<p>FinTech yra tik duomen\u0173 reng\u0117jai ir jiems tenka dirbti su dideliais finansini\u0173 ir alternatyvi\u0173 duomen\u0173 kiekiais. I\u0161 \u0161i\u0173 duomen\u0173 jie gali atrasti nauj\u0173 verslo galimybi\u0173, apsaugoti esamus procesus, padaryti savo sprendimus skaidresnius ir pagerinti j\u0173 kokyb\u0119. <\/p>\n<p>Net jei procesai ar ypa\u010d sprendim\u0173 pri\u0117mimo procesai yra ai\u0161kiai apibr\u0117\u017eti ir gerai veikia, da\u017enai tikslinga prid\u0117ti ma\u0161ininio mokymosi algoritmus, kad b\u016bt\u0173 u\u017etikrintas kitas po\u017ei\u016bris ir suma\u017eintos subjektyvios \u017emoni\u0173 klaidos. Tai, pavyzd\u017eiui, gal\u0117t\u0173 u\u017ekirsti keli\u0105 FOMO investicijoms investicin\u0117se bendrov\u0117se.<\/p>\n<p><b>Jakubas: Kokia yra motyvacija ir verslo motyvai integruoti dirbtin\u012f intelekt\u0105?<\/b><\/p>\n<p><b>Sebastianas<\/b>: Da\u017enai tai susij\u0119 su konkurencinio prana\u0161umo u\u017etikrinimu, proces\u0173 optimizavimu arba tiesiog atsakymais \u012f konkre\u010dius klausimus. Be to, yra ir toki\u0173 tem\u0173, kaip ateities gyvybingumas, kuris yra labai svarbios problemos, pavyzd\u017eiui, labai \u012fsitvirtinusioms finans\u0173 bendrov\u0117ms. \u0160ios \u012fmon\u0117s da\u017enai net ne\u017eino, koks potencialas slypi j\u0173 duomenyse, ir kreipiasi su paprastu pra\u0161ymu: \"Nor\u0117tume i\u0161bandyti, k\u0105 m\u016bs\u0173 \u012fmon\u0117je galima patobulinti naudojant Machine Learning\".<\/p>\n<p>Leiskite atsakym\u0105 pateikti konkre\u010diau, pateikdamas kelet\u0105 pavyzd\u017ei\u0173: <\/p>\n<ul>\n<li>Investiciniuose fonduose da\u017enai motyvuojama suteikti investuotojams daugiau saugumo ir taip, \u017einoma, sukurti konkurencin\u012f prana\u0161um\u0105. Pavyzd\u017eiui, taikant vert\u0117s investavimo metod\u0105, tai gali b\u016bti ma\u0161ininio mokymosi modelio, kaip papildomo kontrol\u0117s egzemplioriaus, \u012ftraukimas <\/li>\n<li>Pavyzd\u017eiui, atliekant analizes \u012fmoni\u0173 \u012fsigijim\u0173 ir susijungim\u0173 konsultacij\u0173 srityje, atliekant prognozes galima atsi\u017evelgti \u012f gerokai daugiau \u012ftakos turin\u010di\u0173 veiksni\u0173 ir taip pirk\u0117jui suteikti daugiau informacijos apie potencial\u0173 objekt\u0105. <\/li>\n<\/ul>\n<p>\u0160\u012f s\u0105ra\u0161\u0105 galiu t\u0119sti am\u017einai: <\/p>\n<ul>\n<li>Be to, dirbtinio intelekto valdomas automatizavimas gali suma\u017einti darbo s\u0105naudas ir padidinti na\u0161um\u0105, tod\u0117l \u012fmon\u0117s gali sutaupyti daug l\u0117\u0161\u0173.<\/li>\n<li>Integrav\u0119 ML \u012f savo pa\u017eang\u0105 padidinsite efektyvum\u0105. ML \u012frankiai gali automatizuoti pasikartojan\u010dias ir daug laiko reikalaujan\u010dias u\u017eduotis, tod\u0117l darbuotojai gali daugiau d\u0117mesio skirti svarbioms ir prid\u0117tin\u0119 vert\u0119 kurian\u010dioms u\u017eduotims. <\/li>\n<li>Patobulintas <a href=\"https:\/\/thecodest.co\/lt\/dictionary\/how-to-develop-a-product\/\">Produkto k\u016brimas<\/a> \/ Patobulintas portfelio strukt\u016brizavimas<\/li>\n<li><a href=\"https:\/\/thecodest.co\/lt\/blog\/difference-between-elasticity-and-scalability-in-cloud-computing\/\">Mastelio keitimas<\/a> (dirbtinio intelekto \u012frankiai gali apdoroti didelius duomen\u0173 kiekius ir atlikti u\u017eduotis be \u017emogaus \u012fsiki\u0161imo).<\/li>\n<li>Konkurencinis prana\u0161umas (dirbtinio intelekto \u012frankiai gali pad\u0117ti sukurti naujovi\u0161kus produktus)<br \/>\nRizikos valdymas<\/li>\n<li>Personalizuota klient\u0173 patirtis \/ geresnis klient\u0173 aptarnavimas<br \/>\nPrognozuojamoji analiz\u0117 <\/li>\n<\/ul>\n<p><b>Jakubas: Kokie yra populiar\u016bs naudojimo atvejai?<\/b><\/p>\n<p><b>Sebastianas<\/b>: Keletas da\u017eniausiai naudojam\u0173: <\/p>\n<ul>\n<li>Nauj\u0173 klient\u0173 nustatymas<\/li>\n<li>Personalizuota klient\u0173 patirtis  <\/li>\n<li><a href=\"https:\/\/thecodest.co\/lt\/blog\/ai-in-customer-service-benefits-challenges-and-effective-implementation\/\">Klient\u0173 aptarnavimas<\/a> Automatizavimas: Kredito nes\u0117km\u0117s rizikos nustatymas \/ Kredito rizikos vertinimas <\/li>\n<li>Suk\u010diavimo aptikimas<\/li>\n<li>Atitiktis teis\u0117s aktams<\/li>\n<li>Akcij\u0173 rink\u0173 kain\u0173, Forex ir preki\u0173 signal\u0173 nustatymas<\/li>\n<li>Kain\u0173 prognoz\u0117s<\/li>\n<li>Rinkos rizikos nustatymas<\/li>\n<li>Testavimas nepalankiausiomis s\u0105lygomis<\/li>\n<li>Portfelio optimizavimas <\/li>\n<\/ul>\n<p><b>Jakubas: Kaip ma\u0161inin\u012f mokym\u0105si galima integruoti \u012f FinTech?<\/b><\/p>\n<p><b>Sebastianas<\/b>: Svarbu prad\u0117ti nuo verslo atvejo ir dabartini\u0173 proces\u0173. Atrodo, kad tai akivaizdu, ta\u010diau \u012fprasta, kad \u0161is punktas visi\u0161kai ne\u012fvertinamas ir da\u017enai praleid\u017eiamas. <\/p>\n<ul>\n<li>Naudojimo atvejo \/ verslo atvejo apibr\u0117\u017eimas<\/li>\n<li>Patikrinkite esamus procesus ir nustatykite atitinkamus tikslus.<\/li>\n<li>Apibr\u0117\u017eti svarbius, turimus ir reikalingus duomenis<\/li>\n<li>Duomen\u0173 rinkimas ir pirminis apdorojimas <\/li>\n<li>Modelis ir infrastrukt\u016bros suk\u016brimas   <\/li>\n<li>Modelio pasirinkimas<\/li>\n<li>Funkcij\u0173 in\u017einerija<\/li>\n<li>Modelio mokymas<\/li>\n<li>Modelio vertinimas<\/li>\n<li>\u012ediegimas<\/li>\n<li>Ataskaitos \/ i\u0161vesties dizainas<\/li>\n<li>Ataskait\u0173 generavimas<\/li>\n<li>Rezultat\u0173 ai\u0161kinimas<\/li>\n<li>Nuolatinis steb\u0117jimas ir prie\u017ei\u016bra <\/li>\n<\/ul>\n<p><b>Jakubas: Kaip sunku integruoti ma\u0161inin\u012f mokym\u0105si \u012f FinTech \u012fmoni\u0173 procesus?<\/b><\/p>\n<p><b>Sebastianas<\/b>: <\/p>\n<ul>\n<li>Viskas priklauso nuo duomen\u0173 prieinamumo ir kokyb\u0117s. <\/li>\n<li>Reikalinga patikima IT infrastrukt\u016bra ir kompiuterin\u0117 galia. <\/li>\n<li>\u017dmogi\u0161kieji i\u0161tekliai, turintys reikiamos srities patirties ir \u017eini\u0173. <\/li>\n<li>\u012e duomen\u0173 privatum\u0105 ir saugum\u0105 reikia atsi\u017evelgti bet kuriuo metu.<\/li>\n<li>Integruojant ML \u012f tam tikrus procesus, gali prireikti atnaujinti esam\u0105 proces\u0105. <\/li>\n<li>Gali b\u016bti sunku suprasti rezultatus ir teisingai juos interpretuoti. <\/li>\n<li>Modeliai turi b\u016bti nuolat testuojami ir tikrinami.<\/li>\n<li>Nuolatinis steb\u0117jimas ir prie\u017ei\u016bra. <\/li>\n<\/ul>\n<p>Tai gali atrodyti daug, ta\u010diau daugel\u012f \u0161i\u0173 u\u017eduo\u010di\u0173 galima standartizuoti ir automatizuoti. Integravus jas, nauda greitai atsveria \u012fd\u0117tas pastangas.<\/p>\n<p><b>Jakubas: Kaip ma\u0161ininio mokymosi modeliai gali prisitaikyti prie besikei\u010dian\u010dios aplinkos?<\/b><\/p>\n<p><b>Sebastianas<\/b>: Ma\u0161ininio mokymosi modeliai yra labai adaptyv\u016bs ir turi geb\u0117ti greitai reaguoti \u012f besikei\u010dian\u010di\u0105 aplink\u0105. Juos galima pritaikyti prie besikei\u010dian\u010dios aplinkos taikant tokius metodus, kaip perkvalifikavimas pagal atnaujintus duomenis, perkeliamasis mokymasis ir nuolatin\u0117 steb\u0117sena. Taip u\u017etikrinama, kad ma\u0161ininio mokymosi modeli\u0173 veikimas laikui b\u0117gant i\u0161likt\u0173 aktualus ir tikslus.<\/p>\n<p>Pavyzdys: Prekybos \u012fmon\u0117ms.<\/p>\n<p>Forex arba bir\u017eos preki\u0173 prekybos signalai gali pasikeisti, pavyzd\u017eiui, pasikeitus kit\u0173 rinkos dalyvi\u0173 elgsenai. Tai matome, pavyzd\u017eiui, d\u0117l prekybos program\u0117li\u0173 atsiradimo, taip pat d\u0117l pa\u017eangesni\u0173 \u012fvyki\u0173.<\/p>\n<p>Tod\u0117l \u012fmon\u0117s, kurios jau dirba su kiekybiniais metodais, visada tur\u0117t\u0173 apsvarstyti galimyb\u0119 atnaujinti savo algoritmus ir \u012ftraukti nauj\u0173 id\u0117j\u0173. <\/p>\n<p><b>Jakub<\/b>: Sebastianas A\u010di\u016b u\u017e \u012f\u017evalg\u0173 pokalb\u012f. D\u017eiaugiam\u0117s, kad \u0161ioje srityje matysime daugiau augimo ir naujovi\u0173!<\/p>\n<p><b>Sebastianas<\/b>: Man malonu, Jakubai. Vertinu \u0161i\u0105 platform\u0105, nes ji leido mums aptarti \u012fdomi\u0105 pa\u017eang\u0105 m\u016bs\u0173 srityje ir jos reik\u0161m\u0119 nuolat besikei\u010dian\u010diame skaitmeniniame kra\u0161tovaizdyje.<\/p>\n<p><a href=\"https:\/\/calendly.com\/kuba_thecodest\/30min?month=2023-09\"><img decoding=\"async\" src=\"\/app\/uploads\/2024\/05\/let-s-discuss-the-obstacles-you-face-as-a-cto-2-.png\" alt=\"JJ\" \/><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u012e\u017evalgus pokalbis su Sebastianu Niehausu, SEKASA Technologies CTO, apie transformuojant\u012f dirbtinio intelekto ir ma\u0161ininio mokymosi vaidmen\u012f fintech sektoriuje.<\/p>","protected":false},"author":2,"featured_media":3638,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[4,15],"tags":[],"class_list":["post-3637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-scaleups-solutions","category-fintech"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - 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