{"id":26034,"date":"2026-02-17T12:27:26","date_gmt":"2026-02-17T17:27:26","guid":{"rendered":"https:\/\/cehhs.utk.edu\/tpte\/?page_id=26034"},"modified":"2026-06-23T13:51:57","modified_gmt":"2026-06-23T17:51:57","slug":"computing-ai-and-data-in-education-cade","status":"publish","type":"page","link":"https:\/\/cehhs.utk.edu\/tpte\/about-tpte\/interdisciplinary-learning-and-teaching-ilt-in-early-childhood-design-and-technology-and-stem-unit\/computing-ai-and-data-in-education-cade\/","title":{"rendered":"Computing, AI, and Data Analytics in Education (CADE)"},"content":{"rendered":"\n<div class=\"wp-block-group fw_orange--banner is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignfull banner__img is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"851\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px.jpg\" alt=\"student with computer in classroom doing data analysis\" class=\"wp-image-26198\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px.jpg 2000w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px-300x128.jpg 300w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px-1024x436.jpg 1024w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px-768x327.jpg 768w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Program-Area-Header-Photos-2000x851px-1536x654.jpg 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide banner_content is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\"><em><em>COMPUTING, AI, AND DATA ANALYTICS IN<\/em><\/em><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>EDUCATION<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Computing, AI, and Data Analytics in Education (CADE) program prepares graduate students to work at the intersection of education, data science, and artificial intelligence. Whether you want to analyze educational data, design AI-powered learning tools, or teach students about data and computing, this program gives you the knowledge and skills to do it \u2014 grounded in ethical practice and informed by research.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:tpteinfo@utk.edu\">Request More Info<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull tab-box has-light-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide tab-box__rw is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list tab-box__list\">\n<li><a href=\"#programs\">Degree Programs<\/a><\/li>\n\n\n\n<li><a href=\"#faculty\">Faculty<\/a><\/li>\n\n\n\n<li><a href=\"#work\">Recent Work From Faculty<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">The CADE Concentration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Coming Fall 2026!<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Housed within the MS in Education, the <a href=\"https:\/\/raw.githubusercontent.com\/UTKcades\/sundry\/b9631c2669628bc26cc9eae2750a81b8c049410d\/MS%20CADE%20flyer.pdf\" id=\"https:\/\/raw.githubusercontent.com\/UTKcades\/sundry\/b9631c2669628bc26cc9eae2750a81b8c049410d\/MS%20CADE%20flyer.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">CADE concentration<\/a> builds on one of the first&nbsp;<a href=\"https:\/\/volsonline.utk.edu\/program\/certificates\/educational-data-science\/\">graduate-level programs in Educational Data Science<\/a>, a graduate certificate that has been offered since 2023, as well as the University of Tennessee&#8217;s established strengths in instructional technology, research methods and evaluation methodology, and STEM education. It extends the existing Graduate Certificate in Educational Data Science into a full master&#8217;s degree by offering greater depth and specialization. The program is part of the&nbsp;<a href=\"https:\/\/cehhs.utk.edu\/tpte\/about-tpte\/interdisciplinary-learning-and-teaching-ilt-in-early-childhood-design-and-technology-and-stem-unit\/\">Interdisciplinary Learning and Teaching Unit<\/a>&nbsp;in the&nbsp;<a href=\"https:\/\/cehhs.utk.edu\/tpte\/\">Department of Theory and Practice in Teacher Education<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The program requires 33 credit hours and is organized around a shared core, a specialized track chosen by the student, and a capstone experience. Students work closely with a faculty advisor to build a program of study tailored to their goals and background.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Research<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Faculty and students in this area engage in research that explores concepts, methods and tools of educational data science; AI in education; learning analytics and quantitative methods; AI-powered learning technology for K-12 education; ethical frameworks for working responsibly with data and technology in educational contexts; types of coding and analysis tools and software programs; multimodal approaches to knowledge construction and assessment in technology-enhanced learning; and more.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"programs\">Program<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This program is designed for educators, professionals, and career changers who want to develop expertise in how data, computing, and AI can improve education \u2014 or who want to teach others about these topics. You do not need a technical background to succeed in this program; foundational courses build skills from the ground up.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The CADE concentration may be a good fit if you are a classroom teacher interested in data literacy, learning analytics, or AI integration; a professional in education, government, or nonprofit settings who wants to make more effective use of data; someone considering a career in instructional design, educational technology, or learning analytics; a current or former Graduate Certificate in Educational Data Science student who wants to extend your studies into a full degree; or someone who wants to teach K-12 students about data science, computing, or AI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Graduate<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We offer a Master of Science (M.S.) degree that provides opportunities for focused study in Computing, AI, and Data Analytics in Education.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/catalog.utk.edu\/preview_program.php?catoid=57&amp;poid=37002&amp;returnto=12410\">More on the M.S. degree in Computing, AI, and Data Analytics in Education (CADE)<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Program of Study<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The CADE program offers flexibility. Some courses are available online, while others are offered in person. Students work with their advisor to develop a program of study that fits their schedule, interests, and professional goals. Program totals are minimums; some students may complete additional coursework to address background needs.<\/p>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-toggle  root-eb-accordion-zbn5q\"><div class=\"eb-parent-wrapper eb-parent-eb-accordion-zbn5q \"><div class=\"eb-accordion-container eb-accordion-zbn5q\" data-accordion-type=\"accordion\" data-tab-icon=\"fas fa-angle-right\" data-expanded-icon=\"fas fa-angle-down\" data-transition-duration=\"500\"><div class=\"eb-accordion-inner\">\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-10x86 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-zbn5q\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-zbn5q\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-zbn5q\"><h3 class=\"eb-accordion-title\"><strong><strong>Core (12 credit hours)<\/strong><\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-zbn5q\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">All students complete the same foundational coursework:<\/p>\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>ESM 577 \u2014 Statistics in Applied Fields I.<\/strong>&nbsp;Foundational applied statistics for educational research.<\/li>\n\n\n<li><strong>CADE 680 \u2014 Foundations of Educational Data Science I.<\/strong>&nbsp;An introduction to the field of educational data science, including key concepts, methods, and tools.<\/li>\n\n\n<li><strong>LDT 525 \u2014 Ethics in Design, Technology, and Data Science.<\/strong>Ethical frameworks for working responsibly with data and technology in educational contexts.<\/li>\n\n\n<li><strong>CADE 691 \u2014 Visualizing Data Using R.<\/strong>&nbsp;Hands-on experience with data visualization and analysis using R.<\/li>\n\n<\/ul>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-zczv2 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-zbn5q\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-zbn5q\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-zbn5q\"><h3 class=\"eb-accordion-title\"><strong>Tracks (15 credit hours &#8211; choose one)<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-zbn5q\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">Students select one of the three tracks in consultation with their advisor.<\/p>\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>Track 1: Data Science and Quantitative Methods<\/strong>&nbsp;For students interested in analytics, statistical modeling, and advanced research methods. Required courses include ESM 677 (Statistics in Applied Fields II) and CADE 685 (Learning Analytics and Advanced Data Science Methods), plus 9 credit hours chosen from advanced offerings in statistics, methodology, and psychometrics.<\/li>\n\n\n<li><strong>Track 2: AI and Emerging Technologies<\/strong>&nbsp;For students focused on designing with AI and digital learning tools. Coursework includes CADE 550 (AI for Educators), ESM 555 (AI for Human Development), and courses in instructional systems design, online learning, and multimedia instruction.<\/li>\n\n\n<li><strong>Track 3: Pedagogy of Data, Computing, and AI<\/strong>&nbsp;For students who want to teach with and about data, computing, and AI in K-12 settings. Coursework includes CADE 550 (AI for Educators) alongside courses in classroom technology, computational thinking across the K-12 curriculum, mathematics assessment, and technology leadership.<\/li>\n\n<\/ul>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-q2n22 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-zbn5q\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-zbn5q\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-zbn5q\"><h3 class=\"eb-accordion-title\">Capstone (6 credit hours)<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-zbn5q\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">All students complete&nbsp;<strong>CADE 695 \u2014 Capstone in Educational Data Science<\/strong>, a two-course sequence in which they build an online portfolio demonstrating their work across the program. The portfolio is evaluated by a committee, and a grade of Satisfactory\/Pass is required to earn the degree.<\/p>\n\n<\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"programs\">Related Programs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Already know you&#8217;re interested but not ready to commit to a full master&#8217;s degree? The&nbsp;<a href=\"https:\/\/volsonline.utk.edu\/program\/certificates\/educational-data-science\/\">Graduate Certificate in Educational Data Science<\/a>&nbsp;is a 12-credit-hour program that can serve as a starting point \u2014 and credits earned in the certificate may apply toward the MS. Talk to an advisor to learn more.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"programs\">What Students Are Saying<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;This was by far the best class I have taken in my 3 years of graduate school.&#8221;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;The professor was a terrific online instructor who clearly knows how to keep a class engaged and how to use technology to facilitate online learning.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;This course taught me so much that has already improved my day to day coding in R, and I think a lot of that was because of the instructor&#8217;s commitment to making the lessons useable.&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"programs\"><strong>Frequently Asked Questions about our Computing, AI, and Data in Education (CADE) Program<\/strong>:<\/h3>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-toggle  root-eb-accordion-rf49p\"><div class=\"eb-parent-wrapper eb-parent-eb-accordion-rf49p \"><div class=\"eb-accordion-container eb-accordion-rf49p\" data-accordion-type=\"accordion\" data-tab-icon=\"fas fa-angle-right\" data-expanded-icon=\"fas fa-angle-down\" data-transition-duration=\"500\"><div class=\"eb-accordion-inner\">\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-itbt5 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\"><strong>How is the CADE program different from the Graduate Certificate in Educational Data Science?<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The certificate is a 12-credit-hour program focused on foundational data science skills. This MS concentration wraps those foundations into a full 33-credit-hour master&#8217;s degree, adding depth through specialized tracks, a capstone, and eligibility for financial aid, scholarships, and full-time student status.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-stiaz eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Should I complete the certificate or the master&#8217;s degree?<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The certificate is good for someone already enrolled in another degree program who wants to learn more about educational data science or someone who wants a completely online credential. The master&#8217;s is a good fit for anyone who wants a stand alone degree program in computing, AI, and data in education or for someone who is interested in attending UT as an in person student.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-whpw4 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Can I transfer credits from the Graduate Certificate in Educational Data Science?<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">Students who have completed the certificate should consult with their advisor about how those credits may apply toward the MS.&nbsp;<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-a7vcu eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">What are the three tracks, and how do I choose<strong>?<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The program offers three tracks: Data Science and Quantitative Methods (for those interested in analytics and statistical modeling), AI and Emerging Technologies (for those focused on designing with AI and digital learning tools), and Pedagogy of Data, Computing, and AI (for those who want to teach with and about data and AI in K-12 settings). You&#8217;ll work with your advisor to choose the track that best fits your goals.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-lj3j8 eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\"><strong>Can I complete the program online?\u00a0<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The program can be completed in person or online depending on the courses you select. Please consult the program director for advice on course selection.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-8tlop eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">How long does it take to complete<strong>?\u00a0<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The program requires 33 credit hours. Full-time students can typically complete it in about two years; part-time students should work with their advisor to develop a realistic timeline.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-yovzh eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Is there a thesis?<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The master&#8217;s includes a capstone, not a thesis.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-3r33d eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">What is the capstone?<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">Students complete CADE 695, a two-course capstone sequence in which they build an online portfolio demonstrating their work. The portfolio is evaluated by a committee, and a Satisfactory\/Pass grade is required to earn the degree.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-hepsa eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Why is this called a &#8220;concentration&#8221; rather than its own degree?<\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">The Computing, AI, and Data in Education Concentration is housed within the MS in Education, which serves as the broader degree program. The concentration defines your specialized coursework and focus area, while the degree you earn is a Master of Science in Education. Think of it the way a major works within a bachelor&#8217;s degree \u2014 the MS in Education is the degree, and CADE is the specialization you pursue within it.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-evech eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Do I need to already know how to code<strong>?<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">No. The program is designed for educators and professionals from a variety of backgrounds. Courses like CADE 680 and CADE 691 build foundational skills in data science and R from the ground up. Your advisor will help you choose a track and courses that match your starting point.<\/p>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-accordion-toggle-accordion-item eb-accordion-item-tlpwq eb-accordion-wrapper\" data-clickable=\"false\"><div class=\"eb-accordion-title-wrapper eb-accordion-title-wrapper-eb-accordion-rf49p\"><span class=\"eb-accordion-icon-wrapper eb-accordion-icon-wrapper-eb-accordion-rf49p\"><span class=\"fas fa-angle-right eb-accordion-icon\"><\/span><\/span><div class=\"eb-accordion-title-content-wrap title-content-eb-accordion-rf49p\"><h3 class=\"eb-accordion-title\">Where do graduates end up working<strong>?<\/strong><\/h3><\/div><\/div><div class=\"eb-accordion-content-wrapper eb-accordion-content-wrapper-eb-accordion-rf49p\"><div class=\"eb-accordion-content\">\n\n<p class=\"wp-block-paragraph\">Graduates are prepared for roles in education, corporate training, government, and nonprofit settings \u2014 anywhere that data-informed decision-making and AI-literate leadership are in demand. Depending on your track, that could mean working as a learning analytics specialist, an instructional designer, a data science educator, or in education policy and research.<\/p>\n\n<\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Contact<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">For questions about the program, admissions, or to discuss whether CADE is a good fit for you, please contact:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Joshua Rosenberg, Ph.D.<\/strong>&nbsp;Program Coordinator, Computing, AI, and Data Analytics in Education, 513 Bailey Education Complex, 1122 Volunteer Blvd., Knoxville, TN 37996 <a href=\"mailto:jrosenb8@utk.edu\">jrosenb8@utk.edu<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull bg-para-q_sc is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-cover alignfull has-parallax bg-para__pic\"><div role=\"img\" aria-label=\"Students studying together with a laptop, paper and pencils\" class=\"wp-block-cover__image-background wp-image-26200 size-large has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2026\/06\/TPTE-New-Website-CADE-Page-Middle-Page-Photo-2000x851px-1024x436.jpg)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\" style=\"background-color:#7d685c\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-columns bg-para__rw is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column bg-para__cl cl-lf has-white-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-smokey-color has-text-color wp-block-paragraph\"><em>Shaping strong beginnings through inclusive, research-informed practic<\/em>e.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faculty\">Computing, AI, and Data Analytics in Education (CADE) Faculty<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The CADE concentration is taught by faculty with deep expertise in educational data science, AI in education, learning analytics, and quantitative methods \u2014 complemented by adjunct instructors who bring experience from industry and other applied contexts. CADE faculty also teach classes and undertake research in the <a href=\"https:\/\/cehhs.utk.edu\/tpte\/about-tpte\/interdisciplinary-learning-and-teaching-ilt-in-early-childhood-design-and-technology-and-stem-unit\/computing-ai-and-data-in-education-cade\/\" id=\"https:\/\/cehhs.utk.edu\/tpte\/about-tpte\/interdisciplinary-learning-and-teaching-ilt-in-early-childhood-design-and-technology-and-stem-unit\/computing-ai-and-data-in-education-cade\/\">Learning, Design, and Technology concentration<\/a><\/p>\n\n\n\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"faculty\" class=\"wp-block-group profileCardContainer is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"960\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/KBoles2017Headshot-62-kb-large.jpg\" alt=\"headshot\" class=\"wp-image-25798\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/KBoles2017Headshot-62-kb-large.jpg 640w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/KBoles2017Headshot-62-kb-large-200x300.jpg 200w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Kelly Boles<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Assistant Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:klboles@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/kelly-l-boles\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1000\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Moudgalya_Sukanya.webp\" alt=\"headshot\" class=\"wp-image-24492\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Moudgalya_Sukanya.webp 800w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Moudgalya_Sukanya-240x300.webp 240w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Moudgalya_Sukanya-768x960.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Sukanya Moudgalya<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Assistant Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:smoudgal@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/sukanya-moudgalya\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1000\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Romero-Hall_Enilda.webp\" alt=\"headshot\" class=\"wp-image-24498\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Romero-Hall_Enilda.webp 800w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Romero-Hall_Enilda-240x300.webp 240w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Romero-Hall_Enilda-768x960.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Enilda Romero-Hall<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Associate Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:eromeroh@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/enilda-romero-hall\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1000\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Rosenberg_Joshua_2024.webp\" alt=\"headshot\" class=\"wp-image-24500\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Rosenberg_Joshua_2024.webp 800w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Rosenberg_Joshua_2024-240x300.webp 240w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Rosenberg_Joshua_2024-768x960.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Joshua Rosenberg<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Associate Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:jmrosenberg@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/joshua-rosenberg\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"187\" height=\"186\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/12\/YSong.jpg\" alt=\"headshot\" class=\"wp-image-25787\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/12\/YSong.jpg 187w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/12\/YSong-150x150.jpg 150w\" sizes=\"auto, (max-width: 187px) 100vw, 187px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Yukyeong Song<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Assistant Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:nkim2@utk.edu\">Em<\/a><a href=\"mailto:ysong51@utk.edu\">a<\/a><a href=\"mailto:nkim2@utk.edu\">il<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/yukyeong-song\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1000\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Sung_Hanall_2025.webp\" alt=\"headshot\" class=\"wp-image-24504\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Sung_Hanall_2025.webp 800w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Sung_Hanall_2025-240x300.webp 240w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Sung_Hanall_2025-768x960.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Hanall Sung<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Assistant Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:hanallsung@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/hanall-sung\/\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileCard is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group profileHeadshot is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1000\" src=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Wong_Rachel.webp\" alt=\"headshot\" class=\"wp-image-24508\" srcset=\"https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Wong_Rachel.webp 800w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Wong_Rachel-240x300.webp 240w, https:\/\/cehhs.utk.edu\/tpte\/wp-content\/uploads\/sites\/26\/2025\/02\/Wong_Rachel-768x960.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group profileInfo is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading profileName\">Rachel Wong<\/h3>\n\n\n\n<p class=\"profileTitle wp-block-paragraph\">Assistant Professor<\/p>\n\n\n\n<div class=\"wp-block-group fancyLinkGroup is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"mailto:rwong2@utk.edu\">Email<\/a><\/p>\n\n\n\n<p class=\"fancyLink wp-block-paragraph\"><a href=\"https:\/\/cehhs.utk.edu\/tpte\/people\/rachel-wong\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"work\">Sharing Recent Work From Faculty and Students<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The CADE concentration is taught by faculty with deep expertise in educational data science, AI in education, learning analytics, and quantitative methods \u2014 complemented by adjunct instructors who bring experience from industry and other applied contexts. Examples of research are coming soon!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Harvard Data Science Review<\/strong><br>Rosenberg, J., &amp; Jones, R. S. (2024). Data Science Learning in Grades K\u201312: Synthesizing Research Across Divides. Harvard Data Science Review, 6(3). <a href=\"https:\/\/doi.org\/10.1162\/99608f92.b1233596\">https:\/\/doi.org\/10.1162\/99608f92.b1233596<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>International Journal of Educational Technology in Higher Education<\/strong><br>Sung, H., Nathan, M.J. Unraveling temporally entangled multimodal interactions: investigating verbal and nonverbal contributions to collaborative construction of embodied math knowledge.&nbsp;<em>Int J Educ Technol High Educ<\/em>&nbsp;<strong>22<\/strong>, 8 (2025). <a href=\"https:\/\/doi.org\/10.1186\/s41239-025-00504-6\">https:\/\/doi.org\/10.1186\/s41239-025-00504-6<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Journal of Research on Technology in Education<\/strong><br>Song, Y., Kim, J., Xing, W., Liu, Z., Li, C., &amp; Oh, H. (2026). Elementary school students\u2019 and teachers\u2019 perceptions toward creative mathematical writing with Generative AI.&nbsp;<em>Journal of Research on Technology in Education<\/em>,&nbsp;<em>58<\/em>(3), 615\u2013637. <a href=\"https:\/\/doi.org\/10.1080\/15391523.2025.2455057\">https:\/\/doi.org\/10.1080\/15391523.2025.2455057<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>COMPUTING, AI, AND DATA ANALYTICS IN EDUCATION The Computing, AI, and Data Analytics in Education (CADE) program prepares graduate students to work at the intersection of education, data science, and artificial intelligence. Whether you want to analyze educational data, design AI-powered learning tools, or teach students about data and computing, this program gives you the [&hellip;]<\/p>\n","protected":false},"author":156,"featured_media":0,"parent":24941,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_eb_attr":"","inline_featured_image":false,"_genesis_hide_title":true,"_genesis_hide_breadcrumbs":true,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-26034","page","type-page","status-publish","entry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computing, AI, and Data Analytics in Education (CADE) - Theory &amp; Practice in Teacher Education<\/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:\/\/cehhs.utk.edu\/tpte\/about-tpte\/interdisciplinary-learning-and-teaching-ilt-in-early-childhood-design-and-technology-and-stem-unit\/computing-ai-and-data-in-education-cade\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computing, AI, and Data Analytics in Education (CADE) - Theory &amp; Practice in Teacher Education\" \/>\n<meta property=\"og:description\" content=\"COMPUTING, AI, AND DATA ANALYTICS IN EDUCATION The Computing, AI, and Data Analytics in Education (CADE) program prepares graduate students to work at the intersection of education, data science, and artificial intelligence. 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