{"id":49,"date":"2025-11-19T14:14:47","date_gmt":"2025-11-19T14:14:47","guid":{"rendered":"https:\/\/sciences.ncsu.edu\/ai\/?page_id=49"},"modified":"2025-12-12T20:21:30","modified_gmt":"2025-12-12T20:21:30","slug":"education","status":"publish","type":"page","link":"https:\/\/sciences.ncsu.edu\/ai\/education\/","title":{"rendered":"Education"},"content":{"rendered":"\n\n\n\n\n
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Selected AI-related Courses<\/h2>\n\n\n\n

BIO 592-118<\/strong> 
Machine Learning in Biomedicine Research<\/strong>
Graduate
Instructor: Amanda Zhou<\/a>, Biological Sciences <\/p>\n\n\n\n

DSA 595<\/strong>
Graduate Special Topics in Data Science \u2013 Bayesian Computations for Machine Learning<\/strong>
Graduate
Instructor: Jonathan Williams<\/a>, Statistics
Covers Bayesian methods and computational techniques used in modern machine learning applications.<\/p>\n\n\n\n

DSA 595-002<\/strong> 
Generative AI for Science<\/strong>
Graduate
Instructor: Paul Liu<\/a>, MEAS<\/p>\n\n\n\n

GN 428 <\/strong>
Introduction to Machine Learning in Biology<\/strong>
Undergraduate
Instructor: Amanda Zhou<\/a>, Biological Sciences <\/p>\n\n\n\n

MA 591-003<\/strong>
Introduction to Mathematical Theory and Practice of Scientific Machine Learning<\/strong>
Graduate
Instructor: Yeonjong Shin<\/a>, Mathematics<\/p>\n\n\n\n

MEA 591<\/strong>
Machine Learning for Geoscientists<\/strong>
Graduate
Instructor: Del Bohnenstiehl<\/a>, MEAS<\/p>\n\n\n\n

ST 563<\/strong>
Introduction to Statistical Learning<\/strong>
Graduate
Instructors (rotating): Jungeum Kim<\/a>, Justin Post<\/a>, Srijan Sengupta<\/a>, Statistics
This course introduces supervised and unsupervised learning methods used in machine learning, including regularized regression, tree-based methods, ensemble learning and clustering.<\/p>\n\n\n\n

ST 554<\/strong>
Analysis of Big Data<\/strong>
Graduate
Instructor: Justin Post<\/a>, Statistics
Covers statistical methods and computing techniques for large-scale data, including distributed computing frameworks and scalable algorithms.<\/p>\n\n\n\n

ST 590-001<\/strong>
Special Topics \u2013 Data Visualization<\/strong>
Graduate
Instructor: Dan Harris<\/a>, Statistics
Focuses on principles and techniques for effective data visualization, exploratory analysis and communication using modern tools and software<\/p>\n\n\n

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More Data Science and AI Courses<\/h2>\n

Check out the offerings from NC State’s Data Science and AI Academy.<\/p>\n \n

\n \n Learn more<\/span>\n\t\t\t\n\t\t\t\n\t\t<\/svg><\/span>\n <\/a>\n <\/div>\n \n\n <\/div>\n <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Selected AI-related Courses BIO 592-118 Machine Learning in Biomedicine ResearchGraduateInstructor: Amanda Zhou, Biological Sciences  DSA 595Graduate Special Topics in Data Science \u2013 Bayesian Computations for Machine LearningGraduateInstructor: Jonathan Williams, StatisticsCovers Bayesian methods and computational techniques used in modern machine learning applications. DSA 595-002 Generative AI for ScienceGraduateInstructor: Paul Liu, MEAS GN 428 Introduction to Machine Learning in…<\/p>\n","protected":false},"author":696,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ncst_custom_author":"","ncst_show_custom_author":false,"ncst_dynamicHeaderBlockName":"ncst\/default-header","ncst_dynamicHeaderData":"{\"pageIntro\":\"Faculty in the College of Sciences and across campus are actively developing courses in artificial intelligence and machine learning.\"}","ncst_content_audit_freq":"","ncst_content_audit_date":"","ncst_content_audit_display":false,"ncst_backToTopFlag":"","footnotes":""},"class_list":["post-49","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/pages\/49","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/users\/696"}],"replies":[{"embeddable":true,"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/comments?post=49"}],"version-history":[{"count":10,"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/pages\/49\/revisions"}],"predecessor-version":[{"id":302,"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/pages\/49\/revisions\/302"}],"wp:attachment":[{"href":"https:\/\/sciences.ncsu.edu\/ai\/wp-json\/wp\/v2\/media?parent=49"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}