{"id":999,"date":"2026-03-05T15:48:55","date_gmt":"2026-03-05T15:48:55","guid":{"rendered":"https:\/\/www.trincoll.edu\/data-science\/?page_id=999"},"modified":"2026-04-21T18:05:39","modified_gmt":"2026-04-21T18:05:39","slug":"learning-goals","status":"publish","type":"page","link":"https:\/\/www.trincoll.edu\/data-science\/learning-goals\/","title":{"rendered":"Learning Goals"},"content":{"rendered":"<ol>\n<li><strong>Demonstrate fluency<\/strong> in programming, data analysis, and statistical modeling for applications across diverse domains.<\/li>\n<li><strong>Apply conceptual and technical knowledge<\/strong> of core data science methods, including statistical inference, algorithmic problem solving, machine learning, and model evaluation.<\/li>\n<li><strong>Integrate interdisciplinary tools and perspectives<\/strong> to formulate, analyze, and solve complex problems using data.<\/li>\n<li><strong>Communicate data-driven insights effectively<\/strong> to both technical and non-technical audiences, and critically evaluate the ethical, societal, and policy implications of data science practices.<\/li>\n<li><strong>Collaborate on project-based work<\/strong> that integrates computational and mathematical approaches in a capstone experience, demonstrating effective teamwork, professional responsibility, and the ability to integrate diverse methods to solve data-driven problems.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Demonstrate fluency in programming, data analysis, and statistical modeling for applications across diverse domains. Apply conceptual and technical knowledge of core data science methods, including statistical inference, algorithmic problem solving, machine learning, and model evaluation. Integrate interdisciplinary tools and perspectives to formulate, analyze, and solve complex problems using data. Communicate data-driven insights effectively to both [&hellip;]<\/p>\n","protected":false},"author":139,"featured_media":0,"parent":0,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-999","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.5 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Learning Goals - Data Science<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.trincoll.edu\/data-science\/learning-goals\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Learning Goals\" \/>\n<meta property=\"og:description\" content=\"Demonstrate fluency in programming, data analysis, and statistical modeling for applications across diverse domains. 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