{"id":6620,"date":"2024-06-06T11:04:17","date_gmt":"2024-06-06T11:04:17","guid":{"rendered":"http:\/\/the-codest.localhost\/dictionary\/machine-learning\/"},"modified":"2024-06-06T11:04:17","modified_gmt":"2024-06-06T11:04:17","slug":"masininis-mokymasis","status":"publish","type":"dictionary","link":"https:\/\/thecodest.co\/lt\/dictionary\/machine-learning\/","title":{"rendered":"Machine Learning"},"content":{"rendered":"<h1>Machine Learning<\/h1>\n<p><a href=\"https:\/\/thecodest.co\/lt\/blog\/banks-go-high-tech-unravel-fraud-with-machine-learning\/\">Machine Learning<\/a> yra dirbtinio intelekto (angl.<a href=\"https:\/\/thecodest.co\/lt\/blog\/the-rise-of-ai-in-the-baltics-discussion-on-estonia-latvia-and-lithuanias-tech-scene\/\">AI<\/a>), kurioje daugiausia d\u0117mesio skiriama algoritm\u0173 ir statistini\u0173 modeli\u0173, leid\u017eian\u010di\u0173 kompiuterin\u0117ms sistemoms mokytis ir tobul\u0117ti i\u0161 patirties be ai\u0161kaus programavimo, k\u016brimui. Tai apima sud\u0117ting\u0173 matematini\u0173 ir statistini\u0173 metod\u0173 taikym\u0105 siekiant analizuoti ir interpretuoti didelius duomen\u0173 rinkinius, nustatyti d\u0117sningumus ir priimti prognozes ar sprendimus, pagr\u012fstus <a href=\"https:\/\/thecodest.co\/lt\/blog\/app-data-collection-security-risks-value-and-types-explored\/\">duomenys<\/a>.<\/p>\n<p>Machine Learning tikslas - sukurti pa\u017eangias sistemas, kurios gal\u0117t\u0173 automati\u0161kai mokytis ir tobul\u0117ti i\u0161 patirties be \u017emogaus \u012fsiki\u0161imo. Tai pasiekiama mokant sistem\u0105 apdoroti didelius duomen\u0173 kiekius, kad ji gal\u0117t\u0173 nustatyti d\u0117sningumus ir ry\u0161ius, o tada panaudoti \u0161ias \u017einias prognoz\u0117ms ar sprendimams d\u0117l nauj\u0173 duomen\u0173 priimti.<\/p>\n<p>Machine Learning i\u0161 esm\u0117s galima suskirstyti \u012f tris kategorijas:<\/p>\n<ul>\n<li><b>Pri\u017ei\u016brimas mokymasis:<\/b> Tai apima pa\u017eym\u0117t\u0173 duomen\u0173 naudojim\u0105 modeliui apmokyti, kad b\u016bt\u0173 galima prognozuoti arba priimti sprendimus. Sistemai pateikiami \u012fvesties duomenys ir atitinkami i\u0161vesties duomenys, ir ji mokosi atvaizduoti \u012fvesties duomenis \u012f i\u0161vesties duomenis, nustatydama duomen\u0173 modelius ir ry\u0161ius. Pri\u017ei\u016brimo mokymosi pavyzd\u017eiai - vaizd\u0173 atpa\u017einimas, kalbos atpa\u017einimas ir nat\u016bralios kalbos apdorojimas.<\/li>\n<li><b>Nepri\u017ei\u016brimas mokymasis:<\/b> Tai rei\u0161kia, kad nepa\u017eym\u0117ti duomenys naudojami modeliui apmokyti, kad b\u016bt\u0173 galima nustatyti duomen\u0173 modelius ir ry\u0161ius. Sistemai pateikiami \u012fvesties duomenys ir ji mokosi grupuoti ir klasterizuoti duomenis pagal pana\u0161umus ir skirtumus. Nekontroliuojamo mokymosi pavyzd\u017eiai: grupavimas, anomalij\u0173 aptikimas ir matmen\u0173 ma\u017einimas.<\/li>\n<li><b>Mokymasis naudojant pastiprinim\u0105:<\/b> Tai rei\u0161kia, kad atlygiu pagr\u012fsta sistema naudojama modeliui apmokyti priimti sprendimus ir imtis veiksm\u0173. Sistemai pateikiamas galim\u0173 veiksm\u0173 rinkinys ir atlygio funkcija, ir ji mokosi maksimizuoti atlyg\u012f, atlikdama geriausius \u012fmanomus veiksmus tam tikroje situacijoje. Sustiprinto mokymosi pavyzd\u017eiai - \u017eaidimai, robotika ir autonomin\u0117s transporto priemon\u0117s.<\/li>\n<\/ul>\n<p>Machine Learning gali b\u016bti pla\u010diai naudojamas \u012fvairiose pramon\u0117s \u0161akose, pvz. <a href=\"https:\/\/thecodest.co\/lt\/blog\/healthcare-softwares-types-use-cases\/\">sveikatos prie\u017ei\u016bra<\/a>, <a href=\"https:\/\/thecodest.co\/lt\/blog\/top-technologies-used-in-european-fintech-development\/\">finansai<\/a>, ma\u017emenin\u0117 prekyba ir <a href=\"https:\/\/thecodest.co\/lt\/dictionary\/manufacturing-software-development\/\">gamyba<\/a>. Ji naudojama klient\u0173 patir\u010diai gerinti, verslo procesams optimizuoti ir tikslesn\u0117ms prognoz\u0117ms bei sprendimams priimti.<\/p>\n<p>Apskritai Machine Learning yra galingas \u012frankis, galintis i\u0161 esm\u0117s pakeisti m\u016bs\u0173 gyvenimo ir darbo b\u016bd\u0105. Kadangi generuojam\u0173 duomen\u0173 kiekis vis did\u0117ja, Machine Learning svarba atskleid\u017eiant j\u0173 potencial\u0105 tik did\u0117s.<\/p>","protected":false},"excerpt":{"rendered":"<p>Atraskite Machine Learning gali\u0105 - dirbtinio intelekto pakraip\u0105, leid\u017eian\u010di\u0105 kompiuterin\u0117ms sistemoms mokytis ir tobul\u0117ti i\u0161 patirties be ai\u0161kaus programavimo.<\/p>","protected":false},"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-6620","dictionary","type-dictionary","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning - The Codest<\/title>\n<meta name=\"description\" content=\"Discover the power of Machine Learning - a subfield of AI that enables computer systems to learn and improve from experience without explicit programming.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecodest.co\/lt\/zodynas\/masininis-mokymasis\/\" \/>\n<meta property=\"og:locale\" content=\"lt_LT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning - 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