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    "name": "Mathematical Science (MS) - Industrial Mathematics",
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            "description": "<p>The Industrial Mathematics track in the Mathematical Science MS program prepares graduate students to pursue careers in industry by providing them with high quality professional training in branches of mathematics valuable to high-technology industries. This track has three components: training in the necessary mathematics to pursue a career in industrial mathematics, professional training to prepare for the environment of the industrial workplace, and a required experiential component.</p><p><strong>Total Credit Hours Required: 30 Credit Hours Minimum beyond the Bachelor's Degree</strong></p>",
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            "description": "<p>The Industrial Mathematics track in the Mathematical Science MS program prepares graduate students to pursue careers in industry by providing them with high quality professional training in branches of mathematics valuable to high-technology industries. This track has three components: training in the necessary mathematics to pursue a career in industrial mathematics, professional training to prepare for the environment of the industrial workplace, and a required experiential component.</p><p><strong>Total Credit Hours Required: 30 Credit Hours Minimum beyond the Bachelor's Degree</strong></p><h2>Track Prerequisites</h2><p>The following courses are required as prerequisites to this track: Calculus with Analytic Geometry I, II, and III; Differential Equations; Linear Algebra; proficiency in a computer language (Python,MatLab, or C); maturity in the language of advanced calculus (at the level of MAA 4226), and Statistics.</p><h2>Degree Requirements</h2><h3>Required Courses</h3> 12 Total Credits <ul><li>Complete the following: <ul><li>MAA5237 - Mathematical Analysis (3)</li><li>MAS5145 - Advanced Linear Algebra and Matrix Theory (3)</li><li>MAT5712 - Scientific Computing (3)</li><li>MAP6385 - Applied Numerical Mathematics (3)</li></ul></li></ul><h3>Restricted Electives</h3> 12 Total Credits <ul><li>Complete at least 4 of the following: <ul><li>MAA5238 - Measure and Probability I (3)</li><li>MAA6245 - Measure and Probability II (3)</li><li>MAP6111 - Mathematical Statistics (3)</li><li>MAP5336 - Ordinary Differential Equations and Applications (3)</li><li>MAP6356 - Partial Differential Equations (3)</li><li>MAA6405 - Complex Analysis I (3)</li><li>MAA6306 - Real Analysis (3)</li><li>MAA6506 - Functional Analysis (3)</li><li>MAA7239 - Asymptotic Methods in Mathematical Statistics (3)</li><li>MAD5205 - Graph Theory I (3)</li><li>MAD6309 - Graph Theory II (3)</li><li>MAP7386 - Numerical Solutions of PDE (3)</li><li>MAP6118 - Introduction to Nonlinear Dynamics (3)</li><li>MAP6195 - Mathematical Foundations for Massive Data Modeling and Analysis (3)</li><li>MAP6197 - Mathematical Introduction to Deep Learning (3)</li><li>MAP6207 - Optimization Theory (3)</li><li>MAP6218 - Stochastic Calculus (3)</li><li>MAP6387 - Numerical Linear Algebra (3)</li><li>MAP6416 - Applied and Computational Harmonic Analysis (3)</li><li>MAP6445 - Approximation Techniques (3)</li><li>MAP6469 - Bayesian Analysis and Approximation Theory (3)</li><li>MAP7359 - Advanced Topics in Partial Differential Equations (3)</li></ul></li></ul><h3>Professional Development Restricted Electives and Internship</h3> 6 Total Credits <ul><li>Complete 1 of the following<ul>Option 1<li>Complete at least 2 of the following: <ul><li>ENT6016 - New Venture Design (3)</li><li>ENT6617 - Entrepreneurship in Established Organizations (3)</li><li>ENT6946 - Small Business Consulting (3)</li><li>MAN6245 - Organizational Behavior and Development (3)</li></ul></li> Option 2<li>Complete all of the following<ul><li>Complete at least 1 of the following: <ul><li>ENT6016 - New Venture Design (3)</li><li>ENT6617 - Entrepreneurship in Established Organizations (3)</li><li>ENT6946 - Small Business Consulting (3)</li><li>MAN6245 - Organizational Behavior and Development (3)</li></ul></li><li>Earn at least 3 credits from the following types of courses: A student takes an industrial internship (MAP 6946) with satisfactory completion, or takes the seminar sequence: MAP5931 -Proseminar for Financial Mathematics (1) and MAP 5933 -Seminar in Financial Mathematics (2). </li></ul></li> Option 3<li>Complete all of the following<ul><li>Complete at least 1 of the following: <ul><li>ENT6016 - New Venture Design (3)</li><li>ENT6617 - Entrepreneurship in Established Organizations (3)</li><li>ENT6946 - Small Business Consulting (3)</li><li>MAN6245 - Organizational Behavior and Development (3)</li></ul></li><li>Complete at least 1 of the following: <ul><li>MAP5117 - Mathematical Modeling (3)</li><li>MAP6197 - Mathematical Introduction to Deep Learning (3)</li><li>MAP6195 - Mathematical Foundations for Massive Data Modeling and Analysis (3)</li></ul></li></ul></li></ul></li></ul><h4>Grand Total Credits: <strong>30</strong></h4><h2>Application Requirements</h2><h2>Financial Information</h2><h2>Fellowship Information</h2>The program consists of 30 credit hours of courses and internship. Students will work with an adviser to design a program of study, which will be presented to the program director for approval. If a student has an industrial sponsor, the student's program of study will be developed in consultation with a representative from his sponsoring company. Students are expected to obtain hands-on experience. The capstone requirement for this track is fulfilled by students completing an experiential learning requirement (3 credit hours). At least one-half of the program courses must be taken at the 6000 level.",
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            "description": "<p style=\"font-weight: 400;\">The Industrial Mathematics track in the Mathematical Science MS program prepares graduate students to pursue careers in industry by providing them with high quality professional training in branches of mathematics valuable to high-technology industries. This track has three components: training in the necessary mathematics to pursue a career in industrial mathematics, professional training to prepare for the environment of the industrial workplace, and a required experiential component.</p> <p style=\"font-weight: 400;\"> </p> <p style=\"font-weight: 400;\"><strong>Total Credit Hours Required: 30 Credit Hours Minimum beyond the Bachelor's Degree</strong></p>",
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            "description": "<h1>Track Prerequisites</h1><p style=\"font-weight: 400;\">The following courses are required as prerequisites to this track: Calculus with Analytic Geometry I, II, and III; Differential Equations; Linear Algebra; proficiency in a computer language (Python,<strong> </strong>MatLab, or C); maturity in the language of advanced calculus (at the level of MAA 4226), and Statistics.</p><h1>Degree Requirements</h1><div><section><header data-test=\"grouping-0-header\"><div><h2 data-testid=\"grouping-label\"><span>Required Courses</span></h2></div><div><span>12</span><span>Total Credits</span></div><div><div><button aria-label=\"Collapse\"><i></i></button></div></div></header><div><div><ul><li data-test=\"ruleView-A\"><div data-test=\"ruleView-A-result\">Complete the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/60ca7fb7e6bc7968ca73e8a4\" target=\"_blank\">MAA5237</a> <!-- -->-<!-- --> <!-- -->Mathematical Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc95ada374d7aec9f3b\" target=\"_blank\">MAS5145</a> <!-- -->-<!-- --> <!-- -->Advanced Linear Algebra and Matrix Theory<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fcd5ada37c20eec9f41\" target=\"_blank\">MAT5712</a> <!-- -->-<!-- --> <!-- -->Scientific Computing<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3a38edf75a13ec7ab\" target=\"_blank\">MAP6385</a> <!-- -->-<!-- --> <!-- -->Applied Numerical Mathematics<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li></ul></div></div></section><section><header data-test=\"grouping-1-header\"><div><h2 data-testid=\"grouping-label\"><span>Restricted Electives</span></h2></div><div><span>12</span><span>Total Credits</span></div><div><div><button aria-label=\"Collapse\"><i></i></button></div></div></header><div><div><ul><li data-test=\"ruleView-A\"><div data-test=\"ruleView-A-result\">Complete at least <span>4</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/675312043bcc24b93e319d22\" target=\"_blank\">MAA5238</a> <!-- -->-<!-- --> <!-- -->Measure and Probability I<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb760402b1119ae7699\" target=\"_blank\">MAA6245</a> <!-- -->-<!-- --> <!-- -->Measure and Probability II<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc35a158306459e706c\" target=\"_blank\">MAP6111</a> <!-- -->-<!-- --> <!-- -->Mathematical Statistics<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc2a38edf2ea93ec7aa\" target=\"_blank\">MAP5336</a> <!-- -->-<!-- --> <!-- -->Ordinary Differential Equations and Applications<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc360402b48e5ae76b4\" target=\"_blank\">MAP6356</a> <!-- -->-<!-- --> <!-- -->Partial Differential Equations<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/67531c9c3972fae43e6a7841\" target=\"_blank\">MAA6405</a> <!-- -->-<!-- --> <!-- -->Complex Analysis I<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb7a38edf87ba3ec786\" target=\"_blank\">MAA6306</a> <!-- -->-<!-- --> <!-- -->Real Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb85ada37082dec9f17\" target=\"_blank\">MAA6506</a> <!-- -->-<!-- --> <!-- -->Functional Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb89d75359af28770be\" target=\"_blank\">MAA7239</a> <!-- -->-<!-- --> <!-- -->Asymptotic Methods in Mathematical Statistics<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb960402b61fcae769e\" target=\"_blank\">MAD5205</a> <!-- -->-<!-- --> <!-- -->Graph Theory I<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fb9a38edf28163ec78c\" target=\"_blank\">MAD6309</a> <!-- -->-<!-- --> <!-- -->Graph Theory II<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc45a15830f359e7070\" target=\"_blank\">MAP7386</a> <!-- -->-<!-- --> <!-- -->Numerical Solutions of PDE<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3e6bc79bd6b73e8dd\" target=\"_blank\">MAP6118</a> <!-- -->-<!-- --> <!-- -->Introduction to Nonlinear Dynamics<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3e6bc791b8e73e8df\" target=\"_blank\">MAP6195</a> <!-- -->-<!-- --> <!-- -->Mathematical Foundations for Massive Data Modeling and Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3e6bc796ef573e8e0\" target=\"_blank\">MAP6197</a> <!-- -->-<!-- --> <!-- -->Mathematical Introduction to Deep Learning<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc4e6bc794ed273e8e2\" target=\"_blank\">MAP6207</a> <!-- -->-<!-- --> <!-- -->Optimization Theory<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc35a1583e16a9e706b\" target=\"_blank\">MAP6218</a> <!-- -->-<!-- --> <!-- -->Stochastic Calculus<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc360402ba414ae76b3\" target=\"_blank\">MAP6387</a> <!-- -->-<!-- --> <!-- -->Numerical Linear Algebra<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc35ada37bd60ec9f30\" target=\"_blank\">MAP6416</a> <!-- -->-<!-- --> <!-- -->Applied and Computational Harmonic Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc35a158340cc9e706d\" target=\"_blank\">MAP6445</a> <!-- -->-<!-- --> <!-- -->Approximation Techniques<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3a8d2fbd24f2d83e6\" target=\"_blank\">MAP6469</a> <!-- -->-<!-- --> <!-- -->Bayesian Analysis and Approximation Theory<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc5a8d2fbf4ac2d83e7\" target=\"_blank\">MAP7359</a> <!-- -->-<!-- --> <!-- -->Advanced Topics in Partial Differential Equations<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li></ul></div></div></section><section><header data-test=\"grouping-2-header\"><div><h2 data-testid=\"grouping-label\"><span>Professional Development Restricted Electives and Internship</span></h2></div><div><span>6</span><span>Total Credits</span></div><div><div><button aria-label=\"Collapse\"><i></i></button></div></div></header><div><div><ul><li><span>Complete <!-- -->1<!-- --> of the following</span><ul><div><span>Option 1</span><li data-test=\"ruleView-A.1\"><div data-test=\"ruleView-A.1-result\">Complete at least <span>2</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/65cd14eaa45960c0e8c22a61\" target=\"_blank\">ENT6016</a> <!-- -->-<!-- --> <!-- -->New Venture Design<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84fb54198043c2b6e4b0\" target=\"_blank\">ENT6617</a> <!-- -->-<!-- --> <!-- -->Entrepreneurship in Established Organizations<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84a1e6910f264c6a49f8\" target=\"_blank\">ENT6946</a> <!-- -->-<!-- --> <!-- -->Small Business Consulting<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fbc5ada37ae92ec9f21\" target=\"_blank\">MAN6245</a> <!-- -->-<!-- --> <!-- -->Organizational Behavior and Development<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li></div><div><span>Option 2</span><li><span>Complete <!-- -->all<!-- --> of the following</span><ul><li data-test=\"ruleView-B.1\"><div data-test=\"ruleView-B.1-result\">Complete at least <span>1</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/65cd14eaa45960c0e8c22a61\" target=\"_blank\">ENT6016</a> <!-- -->-<!-- --> <!-- -->New Venture Design<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84fb54198043c2b6e4b0\" target=\"_blank\">ENT6617</a> <!-- -->-<!-- --> <!-- -->Entrepreneurship in Established Organizations<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84a1e6910f264c6a49f8\" target=\"_blank\">ENT6946</a> <!-- -->-<!-- --> <!-- -->Small Business Consulting<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fbc5ada37ae92ec9f21\" target=\"_blank\">MAN6245</a> <!-- -->-<!-- --> <!-- -->Organizational Behavior and Development<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li><li data-test=\"ruleView-B.2\"><div data-test=\"ruleView-B.2-result\">Earn at least <span>3</span> credits from the following types of courses: <div>A student takes an industrial internship (MAP 6946) with satisfactory completion, or takes the seminar sequence: MAP5931 -Proseminar for Financial Mathematics (1) and MAP 5933 -Seminar in Financial Mathematics (2).\n</div></div></li></ul></li></div><div><span>Option 3</span><li><span>Complete <!-- -->all<!-- --> of the following</span><ul><li data-test=\"ruleView-C.1\"><div data-test=\"ruleView-C.1-result\">Complete at least <span>1</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/65cd14eaa45960c0e8c22a61\" target=\"_blank\">ENT6016</a> <!-- -->-<!-- --> <!-- -->New Venture Design<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84fb54198043c2b6e4b0\" target=\"_blank\">ENT6617</a> <!-- -->-<!-- --> <!-- -->Entrepreneurship in Established Organizations<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/65cf84a1e6910f264c6a49f8\" target=\"_blank\">ENT6946</a> <!-- -->-<!-- --> <!-- -->Small Business Consulting<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fbc5ada37ae92ec9f21\" target=\"_blank\">MAN6245</a> <!-- -->-<!-- --> <!-- -->Organizational Behavior and Development<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li><li data-test=\"ruleView-C.2\"><div data-test=\"ruleView-C.2-result\">Complete at least <span>1</span> of the following: <div><ul style=\"margin-top:5px;margin-bottom:5px\"><li><span><a href=\"#/courses/view/60ca7fc25a15832e469e7062\" target=\"_blank\">MAP5117</a> <!-- -->-<!-- --> <!-- -->Mathematical Modeling<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3e6bc796ef573e8e0\" target=\"_blank\">MAP6197</a> <!-- -->-<!-- --> <!-- -->Mathematical Introduction to Deep Learning<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li><li><span><a href=\"#/courses/view/60ca7fc3e6bc791b8e73e8df\" target=\"_blank\">MAP6195</a> <!-- -->-<!-- --> <!-- -->Mathematical Foundations for Massive Data Modeling and Analysis<!-- --> <span style=\"margin-left:5px\">(3)</span></span></li></ul></div></div></li></ul></li></div></ul></li></ul></div></div></section><h3>Grand Total Credits:<!-- --> <strong>30</strong></h3></div><h1>Application Requirements</h1><h1>Financial Information</h1><h1>Fellowship Information</h1><div>The program consists of 30 credit hours of courses and internship. Students will work with an adviser to design a program of study, which will be presented to the program director for approval. If a student has an industrial sponsor, the student's program of study will be developed in consultation with a representative from his sponsoring company. Students are expected to obtain hands-on experience. The capstone requirement for this track is fulfilled by students completing an experiential learning requirement (3 credit hours). At least one-half of the program courses must be taken at the 6000 level.</div>",
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