{"id":1180,"date":"2025-01-13T13:49:40","date_gmt":"2025-01-13T12:49:40","guid":{"rendered":"https:\/\/as-ai.org\/?page_id=1180"},"modified":"2025-02-25T10:08:50","modified_gmt":"2025-02-25T09:08:50","slug":"advanced-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/as-ai.org\/?page_id=1180&lang=en","title":{"rendered":"Course of Advanced Artificial Intelligence"},"content":{"rendered":"\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-a051815\" data-block-id=\"a051815\"><p class=\"stk-block-text__text has-text-align-justify\">This 12-hour advanced module will guide you through the fascinating world of <strong>Machine Learning (ML)<\/strong> and <strong>generative AI<\/strong>, taking your skills to the next level. Along the way, you will explore how to develop ML algorithms, analyze advanced methods, and work on practical Python codes. You will also delve into the informed use of generative AI for innovative educational applications, imagining future scenarios related to personalized learning. An immersive journey to the most cutting-edge technologies in education.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-af20b5e\" data-block-id=\"af20b5e\"><style>.stk-af20b5e {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text\"><strong>Area DigCompEdu:<\/strong><\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-f354ace\" data-block-id=\"f354ace\"><style>.stk-f354ace {--stk-icon-list-marker-color:#ffffff !important;--stk-icon-height:8px !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-f354ace\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 190 190\"><polygon points=\"173.8,28.4 60.4,141.8 15.7,97.2 5.1,107.8 60.4,163 184.4,39 173.8,28.4\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-8a85347\" data-block-id=\"8a85347\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"><\/path><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Area 2: Digital Resources<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-9224ece\" data-block-id=\"9224ece\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"><\/path><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Area 3: Teaching and learning practices<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-161d9c3\" data-block-id=\"161d9c3\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"><\/path><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">Area 5: Enhancement of students&#8217; potential<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-d94916a\" data-block-id=\"d94916a\"><style>.stk-d94916a {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text\"><strong>Program<\/strong><\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-9ce9c86\" data-block-id=\"9ce9c86\"><style>.stk-9ce9c86 {--stk-icon-list-marker-color:#ffffff !important;--stk-icon-height:7px !important;margin-bottom:0px !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-9ce9c86\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-052ff1e\" data-block-id=\"052ff1e\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-9ce9c86\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">UDA 1: Machine Learning Algorithms.<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-df656c2\" data-block-id=\"df656c2\"><style>.stk-df656c2 {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text has-text-align-justify\">&#8211; Introduction to ML algorithm construction, focusing on linear regression, logistic regression, decision trees, random forest, KNN, K-means and SVM.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-fb93511\" data-block-id=\"fb93511\"><style>.stk-fb93511 {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text has-text-align-justify\">&#8211; Practical examples of Python codes to deepen the implementation and operation of the algorithms<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-6f608fe\" data-block-id=\"6f608fe\"><p class=\"stk-block-text__text\">&#8211; Introduction to deep learning and neural networks.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-1f151f9\" data-block-id=\"1f151f9\"><style>.stk-1f151f9 {--stk-icon-list-marker-color:#ffffff !important;--stk-icon-height:7px !important;margin-bottom:0px !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-1f151f9\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-8c43105\" data-block-id=\"8c43105\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-1f151f9\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\">UDA 2: IA Generativa e Scenari Futuri<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-f729018\" data-block-id=\"f729018\"><style>.stk-f729018 {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text\">&#8211; Discussion of how to choose the correct algorithm based on the problem to be solved.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-ad7e7f6\" data-block-id=\"ad7e7f6\"><style>.stk-ad7e7f6 {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text has-text-align-justify\">&#8211; Introduzione all&#8217;IA generativa (es. ChatGPT) e alle sue applicazioni educative per creare contenuti adattivi.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-ee5a235\" data-block-id=\"ee5a235\"><p class=\"stk-block-text__text has-text-align-justify\">&#8211; Esplorazione dell&#8217;uso dell&#8217;IA per la produzione di contenuti didattici personalizzati per un apprendimento adattivo.<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-ccee5fa\" data-block-id=\"ccee5fa\"><p class=\"stk-block-text__text\"><strong>Entry level<\/strong>: B1 (experimenter).<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-c63ba59\" data-block-id=\"c63ba59\"><style>.stk-c63ba59 {margin-bottom:0px !important;}<\/style><p class=\"stk-block-text__text\"><strong>Methods and Materials of the Module<\/strong><\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-23053bd\" data-block-id=\"23053bd\"><p class=\"stk-block-text__text has-text-align-justify\">This 12-hour module offers a comprehensive and interactive training experience, combining different teaching methods and materials to ensure effective and engaging learning:<\/p><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-list stk-block-icon-list stk-block stk-c6634ab\" data-block-id=\"c6634ab\"><style>.stk-c6634ab {--stk-icon-list-marker-color:#ffffff !important;--stk-icon-height:7px !important;}.stk-c6634ab .stk-block-icon-list-item__content{align-items:baseline !important;}<\/style><svg style=\"display:none\"><defs><g id=\"stk-icon-list__icon-svg-def-c6634ab\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M256 512A256 256 0 1 0 256 0a256 256 0 1 0 0 512z\"\/><\/svg><\/g><\/defs><\/svg><ul class=\"stk-block-icon-list__ul stk-block-icon-list--column\">\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-830e617\" data-block-id=\"830e617\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Online classes<\/strong> with experts from CNR&#8217;s \u201cAdvanced School in Artificial Intelligence\u201d will help you learn from the best in the field.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-4560c48\" data-block-id=\"4560c48\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>In-depth short videos <\/strong>designed to explain complex concepts simply and directly.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-1b93cbd\" data-block-id=\"1b93cbd\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Infographics and readings<\/strong> illustrating applications of AI in educational settings.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-8e57d9d\" data-block-id=\"8e57d9d\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Workshops<\/strong> with exercises on using AI to turn theory into practice.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-4f88e3c\" data-block-id=\"4f88e3c\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Quiz finali<\/strong>, ideati per valutare le conoscenze acquisite e consolidare l\u2019apprendimento.<\/span><\/div><\/li>\n\n\n\n<li class=\"wp-block-stackable-icon-list-item stk-block-icon-list-item stk-block stk-ac39d37\" data-block-id=\"ac39d37\"><div class=\"stk-block-icon-list-item__content\"><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg aria-hidden=\"true\" width=\"32\" height=\"32\"><use xlink:href=\"#stk-icon-list__icon-svg-def-c6634ab\"><\/use><\/svg><\/div><\/span><span class=\"stk-block-icon-list-item__text\"><strong>Final tests<\/strong>, designed to assess knowledge gained and consolidate learning.<\/span><\/div><\/li>\n<\/ul><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-0de33c4\" data-block-id=\"0de33c4\"><p class=\"stk-block-text__text has-text-align-justify\">Through this combination of resources and activities, participants will have the opportunity to fully explore the potential of AI in education, gaining useful and immediately applicable skills.<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>This 12-hour advanced module will guide you through the fascinating world of Machine Learning (ML) and generative AI, taking your skills to the next level. Along the way, you will explore how to develop ML algorithms, analyze advanced methods, and work on practical Python codes. You will also delve into the informed use of generative &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/as-ai.org\/?page_id=1180&#038;lang=en\" class=\"more-link\">Leggi tutto<span class=\"screen-reader-text\"> &#8220;Course of Advanced Artificial Intelligence&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1180","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/1180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/as-ai.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1180"}],"version-history":[{"count":4,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/1180\/revisions"}],"predecessor-version":[{"id":1242,"href":"https:\/\/as-ai.org\/index.php?rest_route=\/wp\/v2\/pages\/1180\/revisions\/1242"}],"wp:attachment":[{"href":"https:\/\/as-ai.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}