{"id":2576,"date":"2026-02-25T13:17:01","date_gmt":"2026-02-25T13:17:01","guid":{"rendered":"https:\/\/interactivehpc.dk\/?p=2576"},"modified":"2026-02-25T13:17:01","modified_gmt":"2026-02-25T13:17:01","slug":"ucloud-giver-studerende-adgang-til-avanceret-nlp-i-undervisningen","status":"publish","type":"post","link":"https:\/\/interactivehpc.dk\/?p=2576&lang=da","title":{"rendered":"UCloud giver studerende adgang til avanceret NLP i undervisningen\u00a0"},"content":{"rendered":"\n<p class=\"gp-gutenbergpro-f5d53\">P\u00e5 kandidatuddannelsen i Cognitive Science ved Aarhus Universitet spiller UCloud en central rolle i undervisningen i Natural Language Processing (NLP).&nbsp;For underviser og ph.d.-studerende Mina Almasi er platformen afg\u00f8rende for, at de studerende kan arbejde praktisk med komplekse modeller &#8211; uanset deres egen computers begr\u00e6nsninger.<\/p>\n\n\n\n<h2 class=\"wp-block-heading gp-gutenbergpro-c9b2d\"><strong>Fra teori til hands-on l\u00e6ring&nbsp;<\/strong><\/h2>\n\n\n\n<p class=\"gp-gutenbergpro-357d7\">I et hvidt undervisningslokale i Nobelparken st\u00e5r Mina foran 15 studerende. P\u00e5 sk\u00e6rmen bag hende st\u00e5r Python-koden i rette, symmetriske linjer, mens hun forklarer, hvilke kodebiblioteker de studerende skal tilg\u00e5.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_5.jpg\" alt=\"\" class=\"wp-image-2574\" srcset=\"https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_5.jpg 1200w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_5-300x158.jpg 300w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_5-1024x538.jpg 1024w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_5-768x403.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p class=\"gp-gutenbergpro-cf6a6\">I undervisningen bruger hun Coder Python-applikationen i UCloud, fordi kurset bygger p\u00e5 Python-programmering. Men valget af platform handler ikke kun om software &#8211; det handler om at give de studerende mulighed for at oms\u00e6tte teori til praksis.&nbsp;<\/p>\n\n\n\n<p class=\"gp-gutenbergpro-be381\">Tidligere foregik NLP-undervisningen, if\u00f8lge Mina, ofte p\u00e5 et mere teoretisk niveau, fordi der manglede adgang til b\u00e5de modeller og computerkraft til at afpr\u00f8ve teorierne i praksis. Is\u00e6r n\u00e5r det gjaldt de store sprogmodeller. Med UCloud kan de studerende nu arbejde direkte med sprogmodeller (LLMs) og bruge kraftfulde GPU\u2019er og CPU\u2019er. Det betyder, at de selv kan teste teorierne og eksperimentere hands-on med de v\u00e6rkt\u00f8jer, de l\u00e6rer om.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"gp-gutenbergpro-ac7bc\">\u201dVi underviser stadig i teorien, men nu kan vi ogs\u00e5 f\u00e5 de studerende til at bruge v\u00e6rkt\u00f8jerne i praksis. De kan kode selv og f\u00e5 indsigt i, hvordan en stor sprogmodel fungerer ved at arbejde direkte med den gennem UCloud,\u201d forklarer hun.&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading gp-gutenbergpro-59bee\"><strong>Et standardiseret setup, der demokratiserer klassev\u00e6relset<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"gp-gutenbergpro-a5bed\">En anden fordel ved at bruge UCloud i NLP-undervisningen er, at platformen sikrer lige adgang for alle studerende, uanset hvilken computer de har.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"gp-gutenbergpro-63d3e\">\u201dDer er en form for demokratisering af klassev\u00e6relset, fordi man ikke beh\u00f8ver den nyeste computer. Man kan bruge en fem \u00e5r gammel maskine til at k\u00f8re meget tunge opgaver, som de nyeste v\u00e6rkt\u00f8jer inden for Natural Language Processing kr\u00e6ver,\u201d forklarer hun.&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1080 \/ 1080;\" width=\"1080\" controls src=\"https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Mina_UCloud_export.mp4\"><\/video><\/figure>\n\n\n\n<p class=\"gp-gutenbergpro-52b46\">Det standardiserede setup g\u00f8r samtidig undervisningen mere flydende. Alle studerende arbejder med samme standardkonfiguration i UCloud, s\u00e5 problemer, der opst\u00e5r, er ens for alle. Det skaber et f\u00e6llesskab omkring l\u00f8sningerne, fordi udfordringerne kan adresseres i f\u00e6llesskab, frem for at enkelte studerende m\u00e5 h\u00e5ndtere dem alene. Som Mina udtaler:&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"gp-gutenbergpro-a105b\">\u201dI stedet for at stoppe op i undervisningen for at l\u00f8se individuelle problemer, bliver problemerne kollektive og en mulighed for l\u00e6ring for alle. Hvis vi har en softwareudfordring, for eksempel en Python-biblioteksversion, der er for\u00e6ldet eller ikke kompatibel, p\u00e5virker det alle, og vi kan l\u00f8se det sammen.\u201d&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading gp-gutenbergpro-14439\"><strong>En forberedelse til arbejdslivet<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"gp-gutenbergpro-6db57\">For Mina hj\u00e6lper brugen af UCloud ogs\u00e5 med at forberede de studerende p\u00e5 den virkelighed, der venter dem, n\u00e5r de er f\u00e6rdige. Mange af de studerende, der g\u00e5r videre til IT-stillinger, vil, if\u00f8lge hende, sandsynligvis bruge cloud computing-platforme og ikke kode p\u00e5 deres lokale computere. P\u00e5 den m\u00e5de bliver undervisningen en direkte forberedelse p\u00e5 fremtidige arbejdsopgaver og giver de studerende erfaring med de teknologier, de kommer til at m\u00f8de i praksis.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_3.jpg\" alt=\"\" class=\"wp-image-2569\" srcset=\"https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_3.jpg 1200w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_3-300x158.jpg 300w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_3-1024x538.jpg 1024w, https:\/\/interactivehpc.dk\/wp-content\/uploads\/2026\/02\/Teaching-using-ucloud_3-768x403.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading gp-gutenbergpro-53063\"><strong>R\u00e5d til andre undervisere<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"gp-gutenbergpro-ca018\">Mina har brugt UCloud siden sin bachelor og oplever, at platformen g\u00f8r undervisningen b\u00e5de smidigere og mere engagerende.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"gp-gutenbergpro-bb5eb\">\u201dJeg anbefaler at andre undervisere g\u00f8r brug af platformen. Man skal bare g\u00e5 i gang, men sp\u00f8rg gerne kolleger til r\u00e5ds om, hvordan de bruger det. F\u00e5 lidt inspiration, for UCloud er et fantastisk v\u00e6rkt\u00f8j. Det kan rigtig mange ting, men som med andre systemer kan det v\u00e6re lidt overv\u00e6ldende i starten, s\u00e5 det er en god id\u00e9 at f\u00e5 lidt r\u00e5d med p\u00e5 vejen, f\u00f8r du g\u00e5r i gang.\u201d&nbsp;<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>P\u00e5 kandidatuddannelsen i Cognitive Science ved Aarhus Universitet spiller UCloud en central rolle i undervisningen i Natural Language Processing (NLP).&nbsp;For underviser og ph.d.-studerende Mina Almasi er platformen afg\u00f8rende for, at de studerende kan arbejde praktisk med komplekse modeller &#8211; uanset deres egen computers begr\u00e6nsninger. Fra teori til hands-on l\u00e6ring&nbsp; I et hvidt undervisningslokale i Nobelparken [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2571,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"gtp_columnspro_styling":"{}","gtp_paragraph_styling":"{\"bb5eb64c-ea43-409f-b6a2-4a6e7eeb911f\":\" .gp-gutenbergpro-bb5eb { background-position-x: 50%;\\nbackground-position-y: 50%;\\nbackground-size: cover;\\nheight: px; }\"}","gtp_heading_styling":"{\"53063233-0d00-4ae4-a699-16767a5de458\":\" .gp-gutenbergpro-53063 { background-position-x: 50%;\\nbackground-position-y: 50%;\\nbackground-size: cover;\\nletter-spacing: 0px !important;\\ntext-shadow: 0px 0px 0px ;\\nfont-family:  !important; }\"}","gtp_spacer_styling":"{}","gtp_video_styling":"{}","gtp_group_styling":"{}","gtp_cover_styling":"{}","footnotes":""},"categories":[107,105,110,113,122,270],"tags":[164,282,173],"class_list":["post-2576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-forskning___da","category-interactive-hpc___da","category-supercomputing___da","category-ucloud___da","category-undervisning___da","category-use-case___da","tag-hpc___da","tag-large-language-models___en___da","tag-ucloud___da"],"lang":"da","translations":{"da":2576,"en":2563},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/posts\/2576","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2576"}],"version-history":[{"count":2,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/posts\/2576\/revisions"}],"predecessor-version":[{"id":2580,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/posts\/2576\/revisions\/2580"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=\/wp\/v2\/media\/2571"}],"wp:attachment":[{"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/interactivehpc.dk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}