{"id":375,"date":"2023-08-27T09:48:34","date_gmt":"2023-08-27T09:48:34","guid":{"rendered":"https:\/\/faai.ath.edu.pl\/?p=375"},"modified":"2023-08-27T09:48:34","modified_gmt":"2023-08-27T09:48:34","slug":"zhromazdovanie-it-specifikacii-osvedcenych-postupov-v-oblasti-ui","status":"publish","type":"post","link":"https:\/\/faai.ath.edu.pl\/?p=375&lang=sk","title":{"rendered":"ZHROMA\u017d\u010eOVANIE IT \u0160PECIFIK\u00c1CI\u00cd OSVED\u010cEN\u00ddCH POSTUPOV V OBLASTI UI"},"content":{"rendered":"<p>Pr\u00e1ca predstavuje \u0161t\u00fadiu \u0161pecifik\u00e1ci\u00ed osved\u010den\u00fdch postupov v aplikovanej umelej inteligencii (AAI &#8211; Applied Artificial Intelligence). Anal\u00fdza 25 dotazn\u00edkov z piatich partnersk\u00fdch in\u0161tit\u00faci\u00ed odhalila k\u013e\u00fa\u010dov\u00e9 poznatky o s\u00fa\u010dasnom stave projektov umelej inteligencie (UI) a strojov\u00e9ho u\u010denia (ML -Machine Learning). \u0160kolenia, ktor\u00e9 sa uskuto\u010dnili v Srbsku a Bulharsku, signalizovali potrebu roz\u0161\u00edrenia mo\u017enost\u00ed v krajin\u00e1ch E\u00da. V\u00fdsledkom \u0161t\u00fadie bolo zistenie, \u017ee prevl\u00e1da Deep ML, najm\u00e4 v oblasti konvolu\u010dn\u00fdch neur\u00f3nov\u00fdch siet\u00ed, zatia\u013e \u010do met\u00f3da Gated Recurrent Unit je menej roz\u0161\u00edren\u00e1. Typick\u00e9 s\u00fa objemy \u00fadajov od 1 GB do 1 TB, \u010do odr\u00e1\u017ea praktick\u00e9 obmedzenia. Aplik\u00e1cie umelej inteligencie pokr\u00fdvaj\u00fa r\u00f4zne oblasti, pri\u010dom v kni\u017eniciach vedie TensorFlow. Najroz\u0161\u00edrenej\u0161ie s\u00fa permis\u00edvne licencie, prim\u00e1rnym zdrojom \u00fadajov s\u00fa datab\u00e1zy a v charakteristik\u00e1ch \u00fadajov dominuj\u00fa texty\/obr\u00e1zky. Na ukladanie sa uprednost\u0148uj\u00fa datab\u00e1zy NoSQL. Bezpe\u010dnostn\u00e9 funkcie a n\u00e1stroje na spracovanie \u00fadajov sa l\u00ed\u0161ia. \u0160iroko sa pou\u017e\u00edvaj\u00fa \u0161pecializovan\u00e9 servery a klastre, prominentn\u00e9 s\u00fa odpor\u00fa\u010dacie syst\u00e9my, preferovan\u00fdm jazykom je Python a v ekosyst\u00e9moch dominuje Apache Hadoop. Bezplatn\u00e9 s\u00fabory \u00fadajov podporuj\u00fa dostupnos\u0165. Celkovo zistenia zd\u00f4raz\u0148uj\u00fa dynamick\u00fa povahu projektov AI\/ML a poskytuj\u00fa z\u00e1klad pre bud\u00faci v\u00fdskum v tejto r\u00fdchlo sa rozv\u00edjaj\u00facej oblasti.<\/p>\n<p>Cel\u00fd dokument n\u00e1jdete tu:<a href=\"https:\/\/faai.ath.edu.pl\/wp-content\/uploads\/2023\/12\/Research-7-StateOfTheArt_V3_SK.pdf\">Research 7 StateOfTheArt_V3_SK<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pr\u00e1ca predstavuje \u0161t\u00fadiu \u0161pecifik\u00e1ci\u00ed osved\u010den\u00fdch postupov v aplikovanej umelej inteligencii (AAI &#8211; Applied Artificial Intelligence). Anal\u00fdza 25 dotazn\u00edkov z piatich partnersk\u00fdch in\u0161tit\u00faci\u00ed odhalila k\u013e\u00fa\u010dov\u00e9 poznatky o s\u00fa\u010dasnom stave projektov umelej inteligencie (UI) a strojov\u00e9ho u\u010denia (ML -Machine Learning). \u0160kolenia, ktor\u00e9 sa uskuto\u010dnili v Srbsku a Bulharsku, signalizovali potrebu roz\u0161\u00edrenia mo\u017enost\u00ed v krajin\u00e1ch E\u00da. V\u00fdsledkom \u0161t\u00fadie &hellip; <\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/faai.ath.edu.pl\/?p=375&#038;lang=sk\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":32,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[72],"tags":[],"class_list":["post-375","post","type-post","status-publish","format-standard","hentry","category-spravy"],"_links":{"self":[{"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/posts\/375","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=375"}],"version-history":[{"count":1,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/posts\/375\/revisions"}],"predecessor-version":[{"id":377,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=\/wp\/v2\/posts\/375\/revisions\/377"}],"wp:attachment":[{"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=375"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=375"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/faai.ath.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=375"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}