{"id":9352,"date":"2026-04-24T19:27:18","date_gmt":"2026-04-24T19:27:18","guid":{"rendered":"https:\/\/programs.tarleton.edu\/?p=9352"},"modified":"2026-05-12T19:27:19","modified_gmt":"2026-05-12T19:27:19","slug":"artificial-intelligence-machine-learning-ms","status":"publish","type":"post","link":"https:\/\/programs.tarleton.edu\/artificial-intelligence-machine-learning-ms\/","title":{"rendered":"Artificial Intelligence and Machine Learning, M.S."},"content":{"rendered":"    <article class=\"degree-shortcode-display degree-entry layout-v2 post-9350\">\n        <header class=\"degree-page-header\">\n            <h1 class=\"entry-title degree-program-name\">Artificial Intelligence and Machine Learning, M.S.<\/h1>\n        <\/header>\n\n        <div class=\"degree-layout-main-sidebar\">\n            <aside class=\"degree-sidebar\" aria-label=\"Program information and actions\">\n                <div class=\"hot-buttons\">\n                    \n                                    <\/div>\n\n                    <section class=\"degree-sidebar-widget program-facts-widget\">\n        <h2 class=\"widget-title\">\n            <button\n                type=\"button\"\n                class=\"widget-title-button\"\n                id=\"degree-program-facts-trigger\"\n                aria-expanded=\"true\"\n                aria-controls=\"degree-program-facts-panel\"\n            >\n                <span class=\"widget-title-text\">Program Facts<\/span>\n                <span class=\"widget-title-icon\" aria-hidden=\"true\"><\/span>\n            <\/button>\n        <\/h2>\n        <div\n            class=\"widget-content\"\n            id=\"degree-program-facts-panel\"\n            aria-labelledby=\"degree-program-facts-trigger\"\n                    >\n                        <dl class=\"degree-facts-list\">\n                                                    <div class=\"degree-fact-row degree-meta-college\">\n                                <dt class=\"fact-label\">College<\/dt>\n                                <dd class=\"fact-value\">\n                                                                            <a href=\"https:\/\/www.tarleton.edu\/engineering\/\" target=\"_blank\" rel=\"noopener\">\n                                            Mayfield College of Engineering                                        <\/a>\n                                                                    <\/dd>\n                            <\/div>\n                        \n                                                    <div class=\"degree-fact-row degree-meta-major\">\n                                <dt class=\"fact-label\">Major<\/dt>\n                                <dd class=\"fact-value\">Artificial Intelligence and Machine Learning<\/dd>\n                            <\/div>\n                        \n                        \n                                                    <div class=\"degree-fact-row degree-meta-level\">\n                                <dt class=\"fact-label\">Degree Level<\/dt>\n                                <dd class=\"fact-value\">Master&#039;s<\/dd>\n                            <\/div>\n                        \n                                                                                <div class=\"degree-fact-row degree-meta-modalities\">\n                                <dt class=\"fact-label\">Delivery Format<\/dt>\n                                <dd class=\"fact-value\">\n                                    <ul class=\"modality-list fact-value-list\">\n                                                                                    <li>On-Campus<\/li>\n                                                                                    <li>100% Online<\/li>\n                                                                            <\/ul>\n                                <\/dd>\n                            <\/div>\n                        \n                                                    <div class=\"degree-fact-row degree-meta-campuses\">\n                                <dt class=\"fact-label\">Campuses &amp; Locations<\/dt>\n                                <dd class=\"fact-value\">\n                                    <ul class=\"location-list fact-value-list\">\n                                                                                    <li>\n                                                                                                    <a href=\"https:\/\/www.tarleton.edu\/about\/stephenville-texas\/\" target=\"_blank\" rel=\"noopener\">\n                                                        Stephenville                                                    <\/a>\n                                                                                            <\/li>\n                                                                                    <li>\n                                                                                                    <a href=\"https:\/\/www.tarleton.edu\/online\/\" target=\"_blank\" rel=\"noopener\">\n                                                        Online                                                    <\/a>\n                                                                                            <\/li>\n                                                                            <\/ul>\n                                <\/dd>\n                            <\/div>\n                        \n                                                    <div class=\"degree-fact-row degree-meta-credit-hours\">\n                                <dt class=\"fact-label\">Credit Hours<\/dt>\n                                <dd class=\"fact-value\">Thesis \u2013 33 credit hours | Professional \u2013 36 credit hours<\/dd>\n                            <\/div>\n                        \n                                                    <div class=\"degree-fact-row degree-meta-duration\">\n                                <dt class=\"fact-label\">Duration<\/dt>\n                                <dd class=\"fact-value\">Four long semesters, usually Fall\/Spring. Thesis research can also be conducted over the summer semesters, but regular course offerings are limited in the summer.<\/dd>\n                            <\/div>\n                                            <\/dl>\n\n                                            <\/div>\n    <\/section>\n    \n                \n                    <section class=\"degree-sidebar-widget tuition-fees-widget\">\n        <h2 class=\"widget-title\">\n            <button\n                type=\"button\"\n                class=\"widget-title-button\"\n                id=\"degree-tuition-fees-trigger\"\n                aria-expanded=\"true\"\n                aria-controls=\"degree-tuition-fees-panel\"\n            >\n                <span class=\"widget-title-text\">Tuition &amp; Fees<\/span>\n                <span class=\"widget-title-icon\" aria-hidden=\"true\"><\/span>\n            <\/button>\n        <\/h2>\n        <div\n            class=\"widget-content\"\n            id=\"degree-tuition-fees-panel\"\n            aria-labelledby=\"degree-tuition-fees-trigger\"\n                    >\n                        <p class=\"degree-meta-tuition-info\">Estimated costs available via the calculator.<\/p>\n                    <div class=\"tuition-button-wrap\">\n                        <a href=\"https:\/\/www.tarleton.edu\/business\/tuition-estimator\/\" class=\"button tuition-button\">\n                            Visit the Tuition Calculator\n                        <\/a>\n                    <\/div>\n                        <\/div>\n    <\/section>\n    \n                    <section class=\"degree-sidebar-widget accreditation-widget\">\n        <h2 class=\"widget-title\">\n            <button\n                type=\"button\"\n                class=\"widget-title-button\"\n                id=\"degree-accreditation-trigger\"\n                aria-expanded=\"true\"\n                aria-controls=\"degree-accreditation-panel\"\n            >\n                <span class=\"widget-title-text\">Accreditation<\/span>\n                <span class=\"widget-title-icon\" aria-hidden=\"true\"><\/span>\n            <\/button>\n        <\/h2>\n        <div\n            class=\"widget-content\"\n            id=\"degree-accreditation-panel\"\n            aria-labelledby=\"degree-accreditation-trigger\"\n                    >\n                        <div class=\"degree-meta-accreditation accreditation-info-content\">\n                        <ul><li><a href=\"https:\/\/www.sacscoc.org\/\">Southern Association of Colleges and Schools Commission on Colleges (SACSCOC)<\/a><\/li><\/ul>                    <\/div>\n                        <\/div>\n    <\/section>\n                <\/aside>\n\n            <div class=\"degree-main-content\">\n                                    <figure class=\"degree-featured-image\">\n                        <img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1300\" src=\"https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min.jpg\" class=\"attachment-original size-original wp-post-image\" alt=\"Students looking at programming on computer screens.\" srcset=\"https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min.jpg 2560w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-300x152.jpg 300w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-1024x520.jpg 1024w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-600x305.jpg 600w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-768x390.jpg 768w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-1536x780.jpg 1536w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-2048x1040.jpg 2048w, https:\/\/programs.tarleton.edu\/wp-content\/uploads\/2025\/09\/NAHB-Engineering-Students-min-1568x796.jpg 1568w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>                    <\/figure>\n                \n                                    <section class=\"degree-section degree-section-overview\" aria-labelledby=\"degree-overview-title\">\n                        <h2 class=\"degree-section-title\" id=\"degree-overview-title\">Overview<\/h2>\n                        <div class=\"degree-meta-overview\">\n                            <?xml encoding=\"utf-8\" ?><p>Artificial Intelligence (AI) is the discipline that designs and implements computer programs and systems with cognitive abilities similar to those of humans and other intelligent biological systems &ndash; neural networks, ant colonies, immune systems, evolutionary systems, etc. Machine Learning (ML) is the subfield of AI dedicated to algorithms that can improve their performance automatically by extracting information from large data sets, with or without human input.<br>\nThe Master's degree in Artificial Intelligence and Machine Learning (AIML) is designed to prepare students for career advancement, or for further studies at the doctoral level. The program has two options, thesis and professional (non-thesis), each offered either completely online or face-to-face at the Stephenville campus. It is a research-based program of study, requiring students to complete independent work that culminates in several projects, and, in one of the options, a thesis project.<br>\nAdmission to the program requires a Bachelor&rsquo;s degree in computer science, AIML, or a related discipline from an accredited institution. Students not meeting this requirement will be considered for admission on an individual basis and may be admitted subject to the completion of appropriate undergraduate leveling courses to remove any deficiencies in preparation; in this case the department will recommend leveling courses, depending on the student's transcript.<br>\nStudents must maintain a GPA of 3.0 or better and make grades of C or better in all courses on the degree plan. No undergraduate courses can be counted towards this Master&rsquo;s degree. A maximum of 12 graduate credit hours may be transferred.<\/p>                        <\/div>\n                    <\/section>\n                \n                                    <section class=\"degree-section degree-meta-benefits\" aria-labelledby=\"degree-benefits-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-benefits-title\">Program Benefits<\/h2>\n                        <?xml encoding=\"utf-8\" ?><p>Numerous recent studies of AI\/ML use-cases concluded that companies are using AI\/ML in a wide variety of applications, including healthcare, agriculture, warehouse automation, finance, insurance, real estate, customer service, entertainment, cybersecurity, manufacturing, etc. Graduates of this program will be competitive in many areas of industry, government, education and the military.\r\n\r\nJobs that heavily involve AI and ML are predicted to grow 76% in the next decade. The global compound annual growth rate of the AI\/ML industry is about 39%, and its value is anticipated to reach over $200 billion by 2029. According to data from multiple online employment companies (Glassdoor, ZipRecruiter, etc.), the yearly pay for jobs requiring a Master&rsquo;s in AIML is currently between $120k and $170k. If benefits are included (bonuses, health insurance, stock options, etc.), then total compensation is well over $200k.\r\n\r\nThe program was launched in spring 2025 and it is housed in Tarleton&rsquo;s Department of Computer Science and Electrical Engineering (CSEE). As of the fall semester of 2025, the student to faculty ratio of the CSEE department is under 20:1 overall and 10:1 in the graduate programs.\r\n\r\n&nbsp;<\/p>                    <\/section>\n                \n                                    <section class=\"degree-section degree-meta-courses\" aria-labelledby=\"degree-courses-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-courses-title\">Courses<\/h2>\n\n                        \n                                                    <div class=\"apply-now-button-wrap\">\n                                <a href=\"https:\/\/catalog.tarleton.edu\/grad\/engineering\/computerscienceandelectricalengineering\/#text\" class=\"button apply-button\">\n                                    Visit the University Catalog\n                                <\/a>\n                            <\/div>\n                                            <\/section>\n                \n                                    <section class=\"degree-section degree-meta-additional-details\" aria-labelledby=\"degree-more-about-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-more-about-title\">More About the Program<\/h2>\n                        <?xml encoding=\"utf-8\" ?><p>Graduate students in the program can be employed in various roles in the department, including graduate lab assistant (GLA), graduate research assistant (GRA), grader, teaching assistant (TA) and student worker in general.<\/p>                    <\/section>\n                \n                \n                \n                                    <section class=\"degree-section degree-meta-learning-outcomes\" aria-labelledby=\"degree-learning-outcomes-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-learning-outcomes-title\">Learning Outcomes<\/h2>\n                        <?xml encoding=\"utf-8\" ?><p>The Master&rsquo;s program in AI\/ML is designed to emphasize core technical expertise, research skills, and professional competencies. Students in the program acquire the ability to design, implement, and evaluate AI\/ML solutions, conduct original research, and navigate the ethical, business, and societal dimensions of deploying and managing AI\/ML systems.<\/p>                    <\/section>\n                \n                                    <section class=\"degree-section degree-meta-career-outcomes\" aria-labelledby=\"degree-career-outcomes-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-career-outcomes-title\">Career Outcomes<\/h2>\n                        <ul class=\"degree-content-list\" id=\"degree-career-outcomes-visible\"><li>Machine Learning Engineer or AI Engineer<\/li><li>Data Scientist<\/li><li>AI Research Scientist, AI Solutions Architect<\/li><\/ul><ul class=\"degree-content-list\" id=\"degree-career-outcomes-hidden\" hidden><li>Software Engineer, Robotics Engineer<\/li><li>Business Intelligence Developer<\/li><li>AI Product Manager<\/li><\/ul><button type=\"button\" id=\"degree-career-outcomes-toggle\" class=\"show-more-btn\" aria-expanded=\"false\" aria-controls=\"degree-career-outcomes-hidden\">Show More<\/button>                    <\/section>\n                \n                \n                                    <section class=\"degree-section degree-meta-admission-reqs\" aria-labelledby=\"degree-admissions-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-admissions-title\">Admissions Requirements<\/h2>\n                        <?xml encoding=\"utf-8\" ?><p>Bachelor's degree in computer science, AIML, or related discipline from an accredited institution\r\n\r\nGPA 2.5 or higher\r\n\r\n&nbsp;<\/p>                    <\/section>\n                \n                \n                \n                \n                                    <section class=\"degree-resources\" aria-labelledby=\"degree-resources-title\">\n                        <h2 class=\"degree-content-title\" id=\"degree-resources-title\">Resources<\/h2>\n                        <div class=\"degree-resources__grid\">\n                                                                                                                                                                                                    \n                                \n                                <section class=\"resource-tile\" aria-labelledby=\"resource-advising-guide-title\">\n                                    <h3 class=\"resource-tile__title\" id=\"resource-advising-guide-title\">\n                                        Advising Guide                                    <\/h3>\n\n                                    \n                                    <a\n                                        href=\"https:\/\/www.tarleton.edu\/majorinfo\/wp-content\/uploads\/sites\/38\/2025\/09\/AIML-MS-Advising_guide-25-26-Non-Thesis.pdf\"\n                                        class=\"resource-tile__btn apply-tarleton-eggshell\"\n                                        target=\"_blank\"\n                                        rel=\"noopener\"\n                                    >\n                                        View the Advising Guide (PDF)                                    <\/a>\n                                <\/section>\n                                                                                                                        <\/div>\n                    <\/section>\n                \n                                    <section class=\"degree-section degree-section-related-programs\" aria-labelledby=\"degree-related-programs-title\">\n                        <h2 class=\"degree-section-title\" id=\"degree-related-programs-title\">Related Programs<\/h2>\n                        <div class=\"related-programs-grid\">\n                                                                                            <div class=\"related-program-card\">\n                                    <a href=\"https:\/\/programs.tarleton.edu\/computer-engineering-ms\/\">\n                                        <span class=\"related-program-card__title\">M.S. in Computer Engineering<\/span>\n                                        <span class=\"arrow-icon\" aria-hidden=\"true\">\n                                            <i class=\"fa-duotone fa-solid fa-circle-arrow-right\" aria-hidden=\"true\"><\/i>\n                                        <\/span>\n                                    <\/a>\n                                <\/div>\n                                                    <\/div>\n                    <\/section>\n                            <\/div>\n        <\/div>\n\n        <style>\n            .degree-sidebar .widget-title-button,\n            .degree-faq-question,\n            .show-more-btn {\n                font: inherit;\n                color: inherit;\n            }\n\n            .degree-sidebar .widget-title-button {\n                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'Show More' : 'Show Less';\n                    });\n                }\n\n                bindShowMore('degree-learning-outcomes-toggle', 'degree-learning-outcomes-hidden');\n                bindShowMore('degree-career-outcomes-toggle', 'degree-career-outcomes-hidden');\n\n                document.querySelectorAll('.degree-faq-question').forEach(function(button) {\n                    button.addEventListener('click', function() {\n                        const answerId = button.getAttribute('aria-controls');\n                        const answer = answerId ? document.getElementById(answerId) : null;\n\n                        if (!answer) {\n                            return;\n                        }\n\n                        const expanded = button.getAttribute('aria-expanded') === 'true';\n                        button.setAttribute('aria-expanded', expanded ? 'false' : 'true');\n                        answer.hidden = expanded;\n                    });\n                });\n\n                syncSidebarAccordion();\n                window.addEventListener('resize', syncSidebarAccordion);\n            });\n        <\/script>\n    <\/article>\n    \n","protected":false},"excerpt":{"rendered":"","protected":false},"author":913,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"template-fullwidth-stretched.php","format":"standard","meta":{"_acf_changed":false,"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","wds_primary_category":0,"footnotes":"","_degree_college":"Mayfield College of Engineering","_degree_overview":"<p>Artificial Intelligence (AI) is the discipline that designs and implements computer programs and systems with cognitive abilities similar to those of humans and other intelligent biological systems \u2013 neural networks, ant colonies, immune systems, evolutionary systems, etc. Machine Learning (ML) is the subfield of AI dedicated to algorithms that can improve their performance automatically by extracting information from large data sets, with or without human input.<br \/>\nThe Master's degree in Artificial Intelligence and Machine Learning (AIML) is designed to prepare students for career advancement, or for further studies at the doctoral level. The program has two options, thesis and professional (non-thesis), each offered either completely online or face-to-face at the Stephenville campus. It is a research-based program of study, requiring students to complete independent work that culminates in several projects, and, in one of the options, a thesis project.<br \/>\nAdmission to the program requires a Bachelor\u2019s degree in computer science, AIML, or a related discipline from an accredited institution. Students not meeting this requirement will be considered for admission on an individual basis and may be admitted subject to the completion of appropriate undergraduate leveling courses to remove any deficiencies in preparation; in this case the department will recommend leveling courses, depending on the student's transcript.<br \/>\nStudents must maintain a GPA of 3.0 or better and make grades of C or better in all courses on the degree plan. No undergraduate courses can be counted towards this Master\u2019s degree. A maximum of 12 graduate credit hours may be transferred.<\/p>","_degree_level":"Master's","degree_meta_synchronized":""},"categories":[1],"tags":[],"class_list":["post-9352","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"degree_modalities":["On-Campus","100% Online"],"degree_campuses":["Stephenville","Online"],"acf":[],"author_meta":{"display_name":"bwright@tarleton.edu","author_link":"https:\/\/programs.tarleton.edu\/author\/bwrighttarleton-edu\/"},"featured_img":null,"coauthors":[],"tax_additional":{"categories":{"linked":["<a href=\"https:\/\/programs.tarleton.edu\/category\/uncategorized\/\" class=\"advgb-post-tax-term\">Uncategorized<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Uncategorized<\/span>"]}},"comment_count":"0","relative_dates":{"created":"Posted 4 months ago","modified":"Updated 3 months ago"},"absolute_dates":{"created":"Posted on April 24, 2026","modified":"Updated on May 12, 2026"},"absolute_dates_time":{"created":"Posted on April 24, 2026 7:27 pm","modified":"Updated on May 12, 2026 7:27 pm"},"featured_img_caption":"","series_order":"","_links":{"self":[{"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/posts\/9352","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/users\/913"}],"replies":[{"embeddable":true,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/comments?post=9352"}],"version-history":[{"count":1,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/posts\/9352\/revisions"}],"predecessor-version":[{"id":9353,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/posts\/9352\/revisions\/9353"}],"wp:attachment":[{"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/media?parent=9352"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/categories?post=9352"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/programs.tarleton.edu\/wp-json\/wp\/v2\/tags?post=9352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}