{"id":971,"date":"2025-11-13T20:39:13","date_gmt":"2025-11-13T20:39:13","guid":{"rendered":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/?p=971"},"modified":"2025-11-13T20:40:13","modified_gmt":"2025-11-13T20:40:13","slug":"from-design-to-done-key-pipeline-components-are-ready","status":"publish","type":"post","link":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/2025\/11\/13\/from-design-to-done-key-pipeline-components-are-ready\/","title":{"rendered":"From Design to Done: Key Pipeline Components Are Ready!"},"content":{"rendered":"\n<p><strong>This week was all about implementation. Following our discussions with our coach and liaison, we successfully set up both the&nbsp;Data Preprocessor&nbsp;and the&nbsp;Feature Extractor&nbsp;components.<\/strong><\/p>\n\n\n\n<p><strong>This is a massive step! With the data pipeline now established, we are much closer to delivering the final, working solution. On to ML model integration!<\/strong><\/p>\n\n\n\n<p><strong><code>#DataPipeline<\/code>\u00a0<code>#FeatureEngineering<\/code>\u00a0<code>#MachineLearning<\/code><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-1024x576.jpg\" alt=\"\" class=\"wp-image-973\" srcset=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-1024x576.jpg 1024w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-300x169.jpg 300w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-768x432.jpg 768w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-1536x864.jpg 1536w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-2048x1152.jpg 2048w, https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-content\/uploads\/sites\/251\/2025\/11\/Screenshot-2025-11-13-at-3.33.07-PM-373x210.jpg 373w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>This week was all about implementation. Following our discussions with our coach and liaison, we successfully set up both the&nbsp;Data Preprocessor&nbsp;and the&nbsp;Feature Extractor&nbsp;components. This is a massive step! With the data pipeline now established, we are much closer to delivering&hellip; <a href=\"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/2025\/11\/13\/from-design-to-done-key-pipeline-components-are-ready\/\" aria-label=\"Read \\\"From Design to Done: Key Pipeline Components Are Ready!\\\" class=\"read-more\">Read&nbsp;More<\/a><\/p>\n","protected":false},"author":865,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[10],"tags":[],"class_list":["post-971","post","type-post","status-publish","format-standard","hentry","category-fallsemester"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/posts\/971"}],"collection":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/users\/865"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/comments?post=971"}],"version-history":[{"count":2,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/posts\/971\/revisions"}],"predecessor-version":[{"id":977,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/posts\/971\/revisions\/977"}],"wp:attachment":[{"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/media?parent=971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/categories?post=971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ippd.ufl.edu\/blogs\/ay2526team24\/wp-json\/wp\/v2\/tags?post=971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}