{"id":6158,"date":"2025-10-07T13:00:42","date_gmt":"2025-10-07T11:00:42","guid":{"rendered":"https:\/\/ict-academy.si\/?post_type=tribe_events&#038;p=6158"},"modified":"2025-12-02T14:21:55","modified_gmt":"2025-12-02T12:21:55","slug":"introduction-to-machine-learning","status":"publish","type":"tribe_events","link":"https:\/\/ict-academy.si\/en\/usposabljanje\/introduction-to-machine-learning\/","title":{"rendered":"Machine Learning in Practice"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>In the workshop, we will explore how to develop an interpretable machine learning classification model in Python. We will focus on using decision trees, which allow for intuitive interpretation of the results. As a practical example, we will use the well-known Titanic passenger dataset. Participants will develop and visualize the model step by step.<\/p>\n","protected":false},"author":6,"featured_media":6159,"template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[168,109],"tribe_events_cat":[108,110],"class_list":["post-6158","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tag-artificial-intelligence","tag-python-en","tribe_events_cat-all","tribe_events_cat-python-en","cat_all","cat_python-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events\/6158","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/users\/6"}],"version-history":[{"count":9,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events\/6158\/revisions"}],"predecessor-version":[{"id":6253,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events\/6158\/revisions\/6253"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/media\/6159"}],"wp:attachment":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/media?parent=6158"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tags?post=6158"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events_cat?post=6158"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}