{"id":2899,"date":"2025-12-09T13:56:18","date_gmt":"2025-12-09T12:56:18","guid":{"rendered":"https:\/\/shop.uni-pannon.hu\/?post_type=product&#038;p=2899"},"modified":"2026-02-09T12:37:10","modified_gmt":"2026-02-09T11:37:10","slug":"nagy-nyelvi-modellek-llms-lehetosegek-es-korlatok","status":"publish","type":"product","link":"https:\/\/shop.uni-pannon.hu\/hu\/termek\/nagy-nyelvi-modellek-llms-lehetosegek-es-korlatok\/","title":{"rendered":"Nagy nyelvi modellek (LLMs) &#8211; lehet\u0151s\u00e9gek \u00e9s korl\u00e1tok"},"content":{"rendered":"<p>A k\u00e9pz\u00e9s elv\u00e9gz\u00e9s\u00e9vel a r\u00e9sztvev\u0151k k\u00e9pess\u00e9 v\u00e1lnak:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adott munkafolyamat\/munkaf\u00e1zis sz\u00e1m\u00e1ra annak k\u00f6r\u00fclm\u00e9nyeit figyelembe v\u00e9ve a legink\u00e1bb megfelel\u0151 nagy nyelvi modell kiv\u00e1laszt\u00e1s\u00e1ra.<\/li>\n\n\n\n<li>A nagy nyelvi modellek magabiztos alkalmaz\u00e1s\u00e1ra mindennapi munk\u00e1juk k\u00fcl\u00f6nb\u00f6z\u0151 munkaf\u00e1zisaiban.<\/li>\n\n\n\n<li>A modellek hat\u00e9kony promptol\u00e1s\u00e1ra.<\/li>\n\n\n\n<li>RAG rendszerek \u00e9p\u00edt\u00e9s\u00e9re, melyek lehet\u0151v\u00e9 teszik a felhaszn\u00e1l\u00f3ik sz\u00e1m\u00e1ra a kiv\u00e1lasztott (a rendszerve bevont) dokumentumokkal t\u00f6rt\u00e9n\u0151 term\u00e9szetes nyelven folytatott p\u00e1rbesz\u00e9det.<\/li>\n\n\n\n<li>Nagy nyelvi modelleket haszn\u00e1l\u00f3 komplex munkafolyamatokat megval\u00f3s\u00edt\u00f3 \u00e1gens-rendszert l\u00e9trehozni.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Kinek aj\u00e1nljuk<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IT-szakembereknek, akiknek seg\u00edts\u00e9get ny\u00fajthat a nagy nyelvi modellek k\u00f3dgener\u00e1l\u00f3 k\u00e9pess\u00e9ge, vagy egy\u00e9b ter\u00fcleten (refaktor\u00e1l\u00e1s, debuggol\u00e1s, architekt\u00fara-javaslat, stb.) k\u00edv\u00e1nj\u00e1k munk\u00e1juk hat\u00e9konys\u00e1g\u00e1t n\u00f6velni.<\/li>\n\n\n\n<li>Di\u00e1koknak, akik tanul\u00e1si folyamataikat szeretn\u00e9k hat\u00e9konyabb\u00e1 tenni<\/li>\n\n\n\n<li>Oktat\u00f3knak, akik mindennapi munk\u00e1juk hat\u00e9konys\u00e1g\u00e1t k\u00edv\u00e1nj\u00e1k n\u00f6velni<\/li>\n\n\n\n<li>Minden olyan munkak\u00f6rben dolgoz\u00f3 sz\u00e1m\u00e1ra, ahol sz\u00f6veg alap\u00fa tartalom el\u0151\u00e1ll\u00edt\u00e1s\u00e1ra, \u00f6sszefoglal\u00e1s\u00e1ra, elemz\u00e9s\u00e9re, jav\u00edt\u00e1s\u00e1ra van sz\u00fcks\u00e9g.<\/li>\n\n\n\n<li>Mindenki sz\u00e1m\u00e1ra, aki \u00fagy v\u00e9li, hogy megfelel\u0151 instrukci\u00f3kon kereszt\u00fcl a modellek tan\u00edt\u00e1s\u00e1hoz haszn\u00e1lt hatalmas adatmennyis\u00e9gben l\u00e9v\u0151 ismeretek k\u00edv\u00e1nt m\u00f3don t\u00f6rt\u00e9n\u0151 kinyer\u00e9se megk\u00f6nny\u00edtheti munk\u00e1j\u00e1t.<\/li>\n\n\n\n<li>Azoknak, akik saj\u00e1t adatforr\u00e1sra \u00e9p\u00edtve k\u00edv\u00e1nnak szabad sz\u00f6veges besz\u00e9lget\u00e9si lehet\u0151s\u00e9get megval\u00f3s\u00edtani.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">A k\u00e9pz\u00e9s tematik\u00e1ja<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mik a nagy nyelvi modellek, hogyan m\u0171k\u00f6dnek, hogyan tan\u00edtj\u00e1k \u0151ket?<\/li>\n\n\n\n<li>Hogyan v\u00e1laszunk modellt feladatunkhoz?<\/li>\n\n\n\n<li>Milyen m\u00f3don \u00e9rhet\u0151ek el a nagy nyelvi modellek?<\/li>\n\n\n\n<li>Hogyan instru\u00e1ljuk (&#8220;prompt-oljuk&#8221;) a modelleket?<\/li>\n\n\n\n<li>Haszn\u00e1lati esetek \u00e9s feladat-orient\u00e1lt eszk\u00f6z\u00f6k (p\u00e9ld\u00e1kkal):<ul><li>Tartalomgener\u00e1l\u00e1s (pl. sz\u00f6veg, k\u00e9p, audi\u00f3, vide\u00f3, prezent\u00e1ci\u00f3, programk\u00f3d); hiperparam\u00e9terek szerepe, hallucin\u00e1ci\u00f3, detektorok, st\u00edlus-transzfer<\/li><\/ul><ul><li>Adatelemz\u00e9s<\/li><\/ul><ul><li>Adatvizualiz\u00e1ci\u00f3<\/li><\/ul><ul><li>Nyelvi ellen\u0151rz\u00e9s<\/li><\/ul><ul><li>Ford\u00edt\u00e1s<\/li><\/ul>\n<ul class=\"wp-block-list\">\n<li>Egy\u00e9b haszn\u00e1lati esetek<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Retrieval Augmented Generation (RAG)<\/li>\n\n\n\n<li>LLM-\u00fcgyn\u00f6k\u00f6k (Tool LLMs \u00e9s Agentic LLMs)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">A k\u00e9pz\u00e9s r\u00e9szv\u00e9teli felt\u00e9telei (szakmai el\u0151k\u00e9pzetts\u00e9g)<\/h3>\n\n\n\n<p>Nincs el\u0151zetesen elv\u00e1rt k\u00e9pzetts\u00e9g<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">A k\u00e9pz\u00e9s v\u00e1rhat\u00f3 hossza\/ intenzit\u00e1sa<\/h3>\n\n\n\n<p>24 \u00f3ra, egy f\u00e9l\u00e9v, 4 x 6 \u00f3r\u00e1s blokkokban<\/p>","protected":false},"excerpt":{"rendered":"<p>A k\u00e9pz\u00e9s elv\u00e9gz\u00e9s\u00e9vel a r\u00e9sztvev\u0151k k\u00e9pess\u00e9 v\u00e1lnak: Kinek aj\u00e1nljuk A k\u00e9pz\u00e9s tematik\u00e1ja A k\u00e9pz\u00e9s r\u00e9szv\u00e9teli felt\u00e9telei (szakmai el\u0151k\u00e9pzetts\u00e9g) Nincs el\u0151zetesen elv\u00e1rt k\u00e9pzetts\u00e9g A k\u00e9pz\u00e9s v\u00e1rhat\u00f3 hossza\/ intenzit\u00e1sa 24 \u00f3ra, egy f\u00e9l\u00e9v, 4 x 6 \u00f3r\u00e1s blokkokban<\/p>","protected":false},"featured_media":2900,"template":"","meta":{"_acf_changed":true},"product_brand":[],"product_cat":[56,44,68,63,73],"product_tag":[66],"class_list":{"0":"post-2899","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-adult-education","7":"product_cat-faculty-of-information-technology","8":"product_cat-hungarian","9":"product_cat-in-person","10":"product_cat-science-and-technology","11":"product_tag-in-person","13":"first","14":"instock","15":"virtual","16":"sold-individually","17":"taxable","18":"purchasable","19":"product-type-simple"},"acf":[],"_links":{"self":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product\/2899","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\/2900"}],"wp:attachment":[{"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/media?parent=2899"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_brand?post=2899"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_cat?post=2899"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/shop.uni-pannon.hu\/hu\/wp-json\/wp\/v2\/product_tag?post=2899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}