{"id":101396,"date":"2024-12-20T07:16:14","date_gmt":"2024-12-20T07:16:14","guid":{"rendered":"https:\/\/www.globallogic.com\/sk\/?post_type=tech-capabilities&p=101396"},"modified":"2025-03-11T11:38:44","modified_gmt":"2025-03-11T11:38:44","slug":"mlops","status":"publish","type":"tech-capabilities","link":"https:\/\/www.globallogic.com\/sk\/technology-capabilities\/mlops\/","title":{"rendered":"MLOps"},"content":{"rendered":"\r\n\r\n
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Zr\u00fdchlite \u010das uvedenia na trh, zlep\u0161ite kvalitu modelu<\/span> a posilnite prev\u00e1dzkov\u00fa efektivitu<\/span> pri nasadzovan\u00ed a udr\u017eiavan\u00ed ML modelov<\/h2> \r\n
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Rie\u0161enie GlobalLogic MLOps pom\u00e1ha jednej z ve\u013ek\u00fdch b\u00e1nk z UK u\u0161etri\u0165 medzi 1 – 3 mili\u00f3nmi libier ka\u017ed\u00fd rok<\/p>\n Zistite viac<\/a>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n<\/section>\r\n\n\n\r\n\r\n

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Ako pom\u00e1hame<\/div>\r\n

Zr\u00fdchlite \u017eivotn\u00fd cyklus v\u00fdvoja ML <\/h2>\r\n <\/div>\r\n
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GlobalLogic v\u00e1m pom\u00e1ha prepoji\u0165 t\u00edmy z oblast\u00ed Data Science a IT Operations, vyu\u017e\u00edvaj\u00fac MLOps. ML\/GenAI modely s\u00fa nasadzovan\u00e9 r\u00fdchlo a spo\u013eahlivo, s\u00fa efekt\u00edvne \u0161k\u00e1lovate\u013en\u00e9 a v \u010dase dod\u00e1vaj\u00fa presn\u00e9 predpovede. <\/p>\r\n <\/div>\r\n <\/div>\r\n

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Na\u0161e schopnosti<\/div>\r\n
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Efekt\u00edvne, \u0161k\u00e1lovate\u013ene, spo\u013eahlivo<\/h2>\r\n <\/div>\r\n
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Spo\u013eahlivo a r\u00fdchlo vyv\u00edjame, testujeme, nasadzujeme a optimalizujeme ML\/GenAI modely. <\/p>\r\n <\/div>\r\n <\/div>\r\n

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Pr\u00edprava d\u00e1t a mana\u017ement funkci\u00ed <\/h3>\r\n

D\u00e1ta z r\u00f4znych zdrojov s\u00fa automaticky spracovan\u00e9, o\u010disten\u00e9 a transformovan\u00e9 do konzistentn\u00fdch vysoko kvalitn\u00fdch datasetov pre tr\u00e9novanie modelov. Centr\u00e1lne \u00falo\u017eisko pre opakovate\u013en\u00e9 pou\u017eitie funkci\u00ed vylep\u0161uje spolupr\u00e1cu a zr\u00fdch\u013euje \u017eivotn\u00e9 cykly v\u00fdvoja modelu.<\/p> <\/div>\r\n <\/div>\r\n <\/div>\r\n

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V\u00fdvoj a nasadenie modelu<\/h3>\r\n

Automatizovan\u00fd tr\u00e9ning zefekt\u00edv\u0148uje vytvorenie modelu a umo\u017e\u0148uje r\u00fdchle experimentovanie a doladzovanie. Automatiz\u00e1cia nasadenia efekt\u00edvne prev\u00e1dza modely od v\u00fdvoja do produkcie, vyu\u017e\u00edvaj\u00fac canary releases, porovn\u00e1vanie modelov a verzovanie zabezpe\u010duje, aby do produkcie pre\u0161li najlep\u0161ie modely. <\/p> <\/div>\r\n <\/div>\r\n <\/div>\r\n

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Nepretr\u017eit\u00fd monitoring a vylep\u0161ovanie <\/h3>\r\n

Monitoring v\u00fdkonnosti zah\u0155\u0148a sledovanie presnosti modelu a efektivitu v re\u00e1lnom \u010dase, pri\u010dom automatizovan\u00e9 pretr\u00e9novanie aktualizuje presnos\u0165. Riadenie a dodr\u017eiavanie platn\u00fdch nariaden\u00ed zabezpe\u010duj\u00fa ochranu \u00fadajov a bezpe\u010dnostn\u00e9 nariadenia. <\/p> <\/div>\r\n <\/div>\r\n <\/div>\r\n <\/div>\r\n

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