{"id":2597,"date":"2025-08-29T11:08:33","date_gmt":"2025-08-29T10:08:33","guid":{"rendered":"https:\/\/shop.uni-pannon.hu\/?post_type=product&#038;p=2597"},"modified":"2026-02-09T13:04:15","modified_gmt":"2026-02-09T12:04:15","slug":"mesterseges-intelligencia-es-adatvizualizacio","status":"publish","type":"product","link":"https:\/\/shop.uni-pannon.hu\/hu\/termek\/mesterseges-intelligencia-es-adatvizualizacio\/","title":{"rendered":"Mesters\u00e9ges intelligencia \u00e9s adatvizualiz\u00e1ci\u00f3"},"content":{"rendered":"<p><strong>Szakmai kompetenci\u00e1k<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>G\u00e9pi tanul\u00e1si m\u00f3dszerek \u00e9s neur\u00e1lis h\u00e1l\u00f3zatok m\u0171k\u00f6d\u00e9s\u00e9nek megismer\u00e9se<\/li>\n\n\n\n<li>M\u00e9lytanul\u00e1si modellek \u00e9s t\u00f6bb r\u00e9teg\u0171 h\u00e1l\u00f3zatok alkalmaz\u00e1sa<\/li>\n\n\n\n<li>Meger\u0151s\u00edt\u00e9ses tanul\u00e1s elm\u00e9lete \u00e9s gyakorlati kipr\u00f3b\u00e1l\u00e1sa<\/li>\n\n\n\n<li>Python alap\u00fa laborok: RL-\u00e1gensek \u00e9s nyelvi modellek fejleszt\u00e9se<\/li>\n\n\n\n<li>\u00dczleti intelligencia rendszerek haszn\u00e1lata (Cognos, Power BI)<\/li>\n\n\n\n<li>Interakt\u00edv riportok, adatmodellez\u00e9s \u00e9s vizualiz\u00e1ci\u00f3k k\u00e9sz\u00edt\u00e9se<\/li>\n\n\n\n<li>Adatvizualiz\u00e1ci\u00f3 Pythonban: Jupyter Notebook \u00e9s modern k\u00f6nyvt\u00e1rak (Matplotlib, Plotly, Seaborn)<\/li>\n<\/ul>\n\n\n\n<p>Kiknek aj\u00e1nljuk:<\/p>\n\n\n\n<p>A k\u00e9pz\u00e9st azoknak aj\u00e1nljuk, akik szeretn\u00e9nek elm\u00e9ly\u00fclni az adatok vil\u00e1g\u00e1ban, \u00e9s megismerni a mesters\u00e9ges intelligencia, valamint az \u00fczleti intelligencia gyakorlati alkalmaz\u00e1sait. Ide\u00e1lis v\u00e1laszt\u00e1s:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>informatikai, gazdas\u00e1gi vagy m\u00e9rn\u00f6ki ter\u00fcletr\u0151l \u00e9rkez\u0151knek,<\/li>\n\n\n\n<li>elemz\u0151knek, d\u00f6nt\u00e9shoz\u00f3knak \u00e9s vezet\u0151knek,<\/li>\n\n\n\n<li>mindazoknak, akik szeretn\u00e9k adatokra alapozni d\u00f6nt\u00e9seiket, \u00e9s modern eszk\u00f6z\u00f6kkel t\u00e1mogatni a hat\u00e9kony m\u0171k\u00f6d\u00e9st.<\/li>\n<\/ul>\n\n\n\n<p>A k\u00e9pz\u00e9s tematik\u00e1ja:<\/p>\n\n\n\n<p><strong>1. Mesters\u00e9ges intelligencia<\/strong> (T\u00e1rgyk\u00f3d: VEMIVIM142I \u2013 3 kredit)<\/p>\n\n\n\n<p>(Metaheurisztik\u00e1k, regresszi\u00f3, oszt\u00e1lyoz\u00e1s, generat\u00edv modellek, konvol\u00faci\u00f3s h\u00e1l\u00f3zatok, MI alkalmaz\u00e1sa dinamikus rendszerekben)<\/p>\n\n\n\n<p><strong>2. Mesters\u00e9ges intelligencia labor<\/strong> (T\u00e1rgyk\u00f3d: VEMIVIM133T \u2013 3 kredit)<\/p>\n\n\n\n<p><strong>3. Adatvizualiz\u00e1ci\u00f3 \u00e9s \u00fczleti intelligencia rendszerek<\/strong> (T\u00e1rgyk\u00f3d: VEMISAM254A \u2013 4 kredit)<\/p>\n\n\n\n<p>(Dashboard, KPI, storytelling, id\u0151soros elemz\u00e9s, \u00fczleti intelligencia technik\u00e1k)<\/p>\n\n\n\n<p>A k\u00e9pz\u00e9s el\u0151felt\u00e9tele:<\/p>\n\n\n\n<p>\u00c9retts\u00e9gi v\u00e9gzetts\u00e9g.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Szakmai kompetenci\u00e1k Kiknek aj\u00e1nljuk: A k\u00e9pz\u00e9st azoknak aj\u00e1nljuk, akik szeretn\u00e9nek elm\u00e9ly\u00fclni az adatok vil\u00e1g\u00e1ban, \u00e9s megismerni a mesters\u00e9ges intelligencia, valamint az \u00fczleti intelligencia gyakorlati alkalmaz\u00e1sait. Ide\u00e1lis v\u00e1laszt\u00e1s: A k\u00e9pz\u00e9s tematik\u00e1ja: 1. Mesters\u00e9ges intelligencia (T\u00e1rgyk\u00f3d: VEMIVIM142I \u2013 3 kredit) (Metaheurisztik\u00e1k, regresszi\u00f3, oszt\u00e1lyoz\u00e1s, generat\u00edv modellek, konvol\u00faci\u00f3s h\u00e1l\u00f3zatok, MI alkalmaz\u00e1sa dinamikus rendszerekben) 2. Mesters\u00e9ges intelligencia labor (T\u00e1rgyk\u00f3d: VEMIVIM133T [&hellip;]<\/p>\n","protected":false},"featured_media":2651,"template":"","meta":{"_acf_changed":true},"product_brand":[],"product_cat":[62,44,68,72,73],"product_tag":[64],"class_list":{"0":"post-2597","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-adomentes","7":"product_cat-faculty-of-information-technology","8":"product_cat-hungarian","9":"product_cat-micro-credential-programs","10":"product_cat-science-and-technology","11":"product_tag-hybrid","13":"first","14":"instock","15":"virtual","16":"sold-individually","17":"purchasable","18":"product-type-simple"},"acf":[],"_links":{"self":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product\/2597","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/media\/2651"}],"wp:attachment":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/media?parent=2597"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_brand?post=2597"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_cat?post=2597"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_tag?post=2597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}