{"id":938,"date":"2024-09-14T20:52:19","date_gmt":"2024-09-14T18:52:19","guid":{"rendered":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/python-a-stem-vyuziti-velkych-jazykovych-modelu\/"},"modified":"2024-09-14T20:52:19","modified_gmt":"2024-09-14T18:52:19","slug":"python-a-stem-vyuziti-velkych-jazykovych-modelu","status":"publish","type":"post","link":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/python-a-stem-vyuziti-velkych-jazykovych-modelu\/","title":{"rendered":"Python a STEM: vyu\u017eit\u00ed velk\u00fdch jazykov\u00fdch model\u016f"},"content":{"rendered":"<p><em>Ji\u0159\u00ed Fi\u0161er<\/em><br \/><small>P\u0159\u00edrodov\u011bdeck\u00e1 fakulta, Univerzita J.E. Purkyn\u011b, \u00dast\u00ed nad Labem<\/small><\/p>\n<p>Programov\u00e1n\u00ed v\u017edy bylo kl\u00ed\u010dovou \u010d\u00e1sti unifikovan\u00e9ho p\u0159\u00edstupu ke vzd\u011bl\u00e1v\u00e1n\u00ed v oblasti STEM. V\u00fdrazn\u011bj\u0161\u00edmu uplatn\u011bn\u00ed br\u00e1nila nejednotnost programovac\u00edch jazyk\u016f, omezen\u00e1 dostupnost specializovan\u00fdch knihoven a p\u0159edev\u0161\u00edm n\u00edzk\u00e1 \u00farove\u0148 abstrakce sou\u010dasn\u00fdch programovac\u00edch jazyk\u016f (i mal\u00fd interaktivn\u00ed program vy\u017eaduje stovky \u0159\u00e1dku programu). Tato situace se ale v posledn\u00ed dob\u011b v\u00fdrazn\u011b m\u011bn\u00ed. Jazyk Python se sice nestal (a nestane) jedin\u00fdm univerz\u00e1ln\u00edm jazykem, ale spojuje v sob\u011b velk\u00e9 roz\u0161\u00ed\u0159en\u00ed, vynikaj\u00edc\u00ed podporu i existenci specializovan\u00fdch knihoven. Posledn\u00ed nedostatek pak \u0159e\u0161\u00ed generov\u00e1n\u00ed komplexn\u00edch k\u00f3d\u016f pomoc\u00ed um\u011bl\u00e9 inteligence zalo\u017een\u00e9 velk\u00fdch jazykov\u00fdch modelech (LLM). Tato schopnost je v sou\u010dasnosti (nejen dle na\u0161eho n\u00e1zoru) jedn\u00edm z hlavn\u00edch p\u0159\u00ednos\u016f LLM pro oblast STEM vzd\u011bl\u00e1v\u00e1n\u00ed. P\u0159\u00edsp\u011bvek na praktick\u00e9m p\u0159\u00edklad\u011b ukazuje mo\u017enosti vyu\u017eit\u00ed ChatGPT ve v\u00fduce fyziky (Keplerovy z\u00e1kony) a to jak p\u0159i p\u0159\u00edprav\u011b interaktivn\u00edch materi\u00e1l\u016f tak i p\u0159i v\u00fduce programov\u00e1n\u00ed (porozum\u011bn\u00ed a aktivn\u00ed modifikace programu). Pozornost je v\u011bnov\u00e1na i omezen\u00edm sou\u010dasn\u00fdch LLM (omezen\u00fd kontext, halucinace, p\u0159edpojatost, apod.).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ji\u0159\u00ed Fi\u0161erP\u0159\u00edrodov\u011bdeck\u00e1 fakulta, Univerzita J.E. Purkyn\u011b, \u00dast\u00ed nad Labem Programov\u00e1n\u00ed v\u017edy bylo kl\u00ed\u010dovou \u010d\u00e1sti unifikovan\u00e9ho p\u0159\u00edstupu ke vzd\u011bl\u00e1v\u00e1n\u00ed v oblasti STEM. V\u00fdrazn\u011bj\u0161\u00edmu uplatn\u011bn\u00ed br\u00e1nila nejednotnost programovac\u00edch jazyk\u016f, omezen\u00e1 dostupnost specializovan\u00fdch knihoven a p\u0159edev\u0161\u00edm n\u00edzk\u00e1 \u00farove\u0148 abstrakce sou\u010dasn\u00fdch programovac\u00edch jazyk\u016f (i mal\u00fd interaktivn\u00ed program vy\u017eaduje stovky \u0159\u00e1dku programu). Tato situace se ale v posledn\u00ed dob\u011b v\u00fdrazn\u011b [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-938","post","type-post","status-publish","format-standard","hentry","category-prispevky-ucastniku"],"_links":{"self":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/posts\/938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/users\/45"}],"replies":[{"embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/comments?post=938"}],"version-history":[{"count":0,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/posts\/938\/revisions"}],"wp:attachment":[{"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/media?parent=938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/categories?post=938"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/home.pf.jcu.cz\/~stem\/2024\/wp-json\/wp\/v2\/tags?post=938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}