{"id":27,"date":"2025-08-25T17:03:52","date_gmt":"2025-08-25T17:03:52","guid":{"rendered":"http:\/\/vargas-solar.com\/seeds\/?page_id=27"},"modified":"2025-08-25T17:04:06","modified_gmt":"2025-08-25T17:04:06","slug":"objectives","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/seeds\/objectives\/","title":{"rendered":"OBJECTIVES"},"content":{"rendered":"\n<p>By the end of the course, participants will be able to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Understand core ethical principles in data science (transparency, accountability, fairness)<\/li>\n\n\n\n<li>Detect and mitigate algorithmic bias using fairness-aware metrics<\/li>\n\n\n\n<li>Critically analyze the energy and social cost of AI and cloud-based data science systems<\/li>\n\n\n\n<li>Apply multi-objective evaluation techniques (accuracy, fairness, sustainability)<\/li>\n\n\n\n<li>Design resource dispatching strategies that respect jurisdictional and environmental constraints<\/li>\n\n\n\n<li>Incorporate feminist and decolonial perspectives into data practices<\/li>\n\n\n\n<li>Navigate international ethical and legal frameworks (e.g., GDPR, IDS, EU AI Act)<\/li>\n\n\n\n<li>Build socially responsible, inclusive, and equitable AI pipelines<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>By the end of the course, participants will be able to:<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-27","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/pages\/27","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":1,"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/pages\/27\/revisions"}],"predecessor-version":[{"id":29,"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/pages\/27\/revisions\/29"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/seeds\/wp-json\/wp\/v2\/media?parent=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}