{"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":"masinope","status":"publish","type":"dictionary","link":"https:\/\/thecodest.co\/et\/dictionary\/machine-learning\/","title":{"rendered":"Machine Learning"},"content":{"rendered":"<h1>Machine Learning<\/h1>\n<p><a href=\"https:\/\/thecodest.co\/et\/blog\/banks-go-high-tech-unravel-fraud-with-machine-learning\/\">Machine Learning<\/a> on tehisintellekti alamvaldkond (<a href=\"https:\/\/thecodest.co\/et\/blog\/the-rise-of-ai-in-the-baltics-discussion-on-estonia-latvia-and-lithuanias-tech-scene\/\">AI<\/a>), mis keskendub selliste algoritmide ja statistiliste mudelite v\u00e4ljat\u00f6\u00f6tamisele, mis v\u00f5imaldavad arvutis\u00fcsteemidel \u00f5ppida ja t\u00e4iustuda kogemustest ilma selges\u00f5nalise programmeerimiseta. See h\u00f5lmab keeruliste matemaatiliste ja statistiliste meetodite kasutamist suurte andmekogumite anal\u00fc\u00fcsimiseks ja t\u00f5lgendamiseks, mustrite tuvastamiseks ning prognooside v\u00f5i otsuste tegemiseks, mis p\u00f5hinevad <a href=\"https:\/\/thecodest.co\/et\/blog\/app-data-collection-security-risks-value-and-types-explored\/\">andmed<\/a>.<\/p>\n<p>Machine Learning eesm\u00e4rk on luua intelligentsed s\u00fcsteemid, mis suudavad automaatselt \u00f5ppida ja t\u00e4iustada oma kogemusi ilma inimese sekkumiseta. See saavutatakse s\u00fcsteemi treenimise teel suurte andmehulkadega, mis v\u00f5imaldab s\u00fcsteemil tuvastada mustreid ja seoseid ning seej\u00e4rel kasutada neid teadmisi uute andmete kohta prognooside tegemiseks v\u00f5i otsuste tegemiseks.<\/p>\n<p>Machine Learning v\u00f5ib \u00fcldjoontes jagada kolme kategooriasse:<\/p>\n<ul>\n<li><b>Juhitud \u00f5ppimine:<\/b> See h\u00f5lmab m\u00e4rgistatud andmete kasutamist mudeli treenimiseks, et teha prognoose v\u00f5i otsuseid. S\u00fcsteemile esitatakse sisendandmed ja vastavad v\u00e4ljundandmed ning see \u00f5pib andmete mustrite ja seoste tuvastamise abil sisendi ja v\u00e4ljundi vahelist seost. J\u00e4relevalvega \u00f5ppimise n\u00e4ited on n\u00e4iteks pildituvastus, k\u00f5netuvastus ja loomuliku keele t\u00f6\u00f6tlemine.<\/li>\n<li><b>J\u00e4relevalveta \u00f5ppimine:<\/b> See h\u00f5lmab m\u00e4rgistamata andmete kasutamist mudeli treenimiseks, et tuvastada andmetes olevaid mustreid ja seoseid. S\u00fcsteemile esitatakse sisendandmed ja see \u00f5pib andmeid r\u00fchmitama ja r\u00fchmitama sarnasuste ja erinevuste alusel. J\u00e4relevalveta \u00f5ppimise n\u00e4ideteks on klastreerimine, anomaaliate tuvastamine ja m\u00f5\u00f5tmete v\u00e4hendamine.<\/li>\n<li><b>V\u00f5imendus\u00f5pe:<\/b> See h\u00f5lmab tasu p\u00f5hineva s\u00fcsteemi kasutamist, et koolitada mudelit otsuste tegemiseks ja meetmete v\u00f5tmiseks. S\u00fcsteemile esitatakse v\u00f5imalike tegevuste kogum ja tasu funktsioon ning see \u00f5pib maksimeerima tasu, v\u00f5ttes antud olukorras parimaid v\u00f5imalikke tegevusi. Tugevdamise \u00f5ppimise n\u00e4ited on n\u00e4iteks m\u00e4ngimine, robootika ja autonoomsed s\u00f5idukid.<\/li>\n<\/ul>\n<p>Machine Learning-l on lai valik rakendusi erinevates t\u00f6\u00f6stusharudes, sealhulgas <a href=\"https:\/\/thecodest.co\/et\/blog\/healthcare-softwares-types-use-cases\/\">tervishoiu<\/a>, <a href=\"https:\/\/thecodest.co\/et\/blog\/top-technologies-used-in-european-fintech-development\/\">rahandus<\/a>, jaem\u00fc\u00fck ja <a href=\"https:\/\/thecodest.co\/et\/dictionary\/manufacturing-software-development\/\">tootmine<\/a>. Seda kasutatakse kliendikogemuse parandamiseks, \u00e4riprotsesside optimeerimiseks ning t\u00e4psemate prognooside ja otsuste tegemiseks.<\/p>\n<p>Kokkuv\u00f5ttes on Machine Learning v\u00f5imas vahend, mis v\u00f5ib muuta meie elu- ja t\u00f6\u00f6maailma revolutsiooniliselt. Kuna kogutud andmete hulk kasvab j\u00e4tkuvalt, suureneb Machine Learning t\u00e4htsus selle potentsiaali \u00e4rakasutamisel veelgi.<\/p>","protected":false},"excerpt":{"rendered":"<p>Avastage Machine Learning - tehisintellekti alamvaldkond, mis v\u00f5imaldab arvutis\u00fcsteemidel \u00f5ppida ja areneda kogemustest ilma selges\u00f5nalise programmeerimiseta.<\/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 Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-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\/et\/sonastik\/masinope\/\" \/>\n<meta property=\"og:locale\" content=\"et_EE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning\" \/>\n<meta property=\"og:description\" content=\"Discover the power of Machine Learning - 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