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716 lines
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MGMT-6100: Foundations of Data Science
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<meta property="og:title" content="MGMT-6100: Foundations of Data Science">
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<meta property="og:description" content="Every dataset tells a unique story, and in this course, students learn to elicit these stories from data. The course develops students' ability to ask critical questions about their data in order to better understand it. Students will run tests to identify data problems and will learn how to take corrective actions. In addition, the course covers important parametric and non-parametric tests, and discusses their benefits and limitations in a big data world.">
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<h1 id="name">
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Foundations of Data Science
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</h1>
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<h2 id="code">
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MGMT-6100
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</h2>
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<p>
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Every dataset tells a unique story, and in this course, students learn to elicit these stories from data. The course develops students' ability to ask critical questions about their data in order to better understand it. Students will run tests to identify data problems and will learn how to take corrective actions. In addition, the course covers important parametric and non-parametric tests, and discusses their benefits and limitations in a big data world.
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3 credits
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<div id="prereq-title" class="rel-info-title">
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Prereqs:
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none
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Past Term Data
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Detailed View
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<table id="years-table">
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<th></th>
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<th class="spring season-label">Spring</th>
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<th class="summer season-label" colspan="2">Summer</th>
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<th class="fall season-label">Fall</th>
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</tr>
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<tr>
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<th colspan="2"></th>
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<th class="summer2 midsum-label">(Session 1)</th>
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<th class="summer3 midsum-label">(Session 2)</th>
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<th></th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th class="year">2023</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202301&subj_in=MGMT&crse_in=6100&schd_in=L">Foundations Of Data Science (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Sebastian Souyris</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 52/80
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Sebastian Souyris</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 22/70
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2022</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202201&subj_in=MGMT&crse_in=6100&schd_in=L">Foundations Of Data Science (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 55/65
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Sebastian Souyris</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 42/70
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2021</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202101&subj_in=MGMT&crse_in=6100&schd_in=L">Foundations Of Data Science (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jesse James Herbert</li>
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<li>Clinton T. Ballinger</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 63/65
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 64/70
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2020</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 63/65
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2019</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201909&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Sunaina Shrivastava</li>
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<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 97/130
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2018</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
|
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<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
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<li>Li Zheng</li>
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<li>Ezgi Karabulut</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 93/108
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</span>
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</div>
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|
</td>
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</tr>
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<tr>
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<th class="year">2017</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
|
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<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201709&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Ezgi Karabulut</li>
|
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<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 76/108
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|
</span>
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|
</div>
|
|
</td>
|
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</tr>
|
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<tr>
|
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<th class="year">2016</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
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|
<li>Dorit Nevo</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 91/108
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2015</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201509&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics For Managerial Decision Making (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
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|
<li>Theresa Marie Sommer</li>
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<li>Dorit Nevo</li>
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</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 84/109
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|
</span>
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|
</div>
|
|
</td>
|
|
</tr>
|
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<tr>
|
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<th class="year">2014</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201409&subj_in=MGMT&crse_in=6100&schd_in=L">Stat (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Venkat Venkateswaran</li>
|
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<li>Dorit Nevo</li>
|
|
<li>Dongling Huang</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 54/110
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2013</th>
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<td class="term spring not-offered">
|
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</td>
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|
<td colspan="2" class="term summer not-offered">
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</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=MGMT&crse_in=6100&schd_in=L">Stat (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Dorit Nevo</li>
|
|
<li>David John Tomasky</li>
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|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 71/85
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
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<th class="year">2012</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=MGMT&crse_in=6100&schd_in=L">Stat (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Hesna M. Yayla-Kullu</li>
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</ul>
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|
<span class="course-capacity">
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|
Seats Taken: 57/67
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|
</span>
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|
</div>
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|
</td>
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</tr>
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<tr>
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<th class="year">2011</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201109&subj_in=MGMT&crse_in=6100&schd_in=L">Stat (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
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|
<li>Hesna M. Yayla-Kullu</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 50/44
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</span>
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|
</div>
|
|
</td>
|
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</tr>
|
|
<tr>
|
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<th class="year">2010</th>
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<td class="term spring not-offered">
|
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</td>
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<td colspan="2" class="term summer not-offered">
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201009&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Oper Mgmt I (3c)</a>
|
|
</span>
|
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<ul class="prof-list">
|
|
<li>Hesna M. Yayla-Kullu</li>
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|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 41/44
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2009</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2008</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2007</th>
|
|
<td class="term spring offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200701&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Oper Mgmt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Timothy E. Healy</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 21/100
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2006</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2005</th>
|
|
<td class="term spring offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200501&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Oper Mgmt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Houman Younessi</li>
|
|
<li>Leonard J Kelly</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 11/6100
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2004</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200405&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Shekhar Jayanthi</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 6/40
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2003</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200305&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Jorge Haddock</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 12/40
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2002</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200205&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Christopher Michael Lucarelli</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 13/40
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200209&subj_in=MGMT&crse_in=6100&schd_in=L">Stats & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Brock E Osborn</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 51/8050
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2001</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200105&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Christopher Michael Lucarelli</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 22/40
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200109&subj_in=MGMT&crse_in=6100&schd_in=L">Stats & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Necip Doganaksoy</li>
|
|
<li>Richard Burke</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 62/95
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2000</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200005&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Christopher Michael Lucarelli</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 18/40
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200009&subj_in=MGMT&crse_in=6100&schd_in=L">Stats & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Moren Levesque</li>
|
|
<li>Richard Burke</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 69/2150
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1999</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td class="term summer2 offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199905&subj_in=MGMT&crse_in=6100&schd_in=L">Statistics & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Jorge Haddock</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 17/45
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term summer3 not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199909&subj_in=MGMT&crse_in=6100&schd_in=L">Stats & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Richard Burke</li>
|
|
<li>Moren Levesque</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 22/250
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1998</th>
|
|
<td class="term spring unscheduled">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=199809&subj_in=MGMT&crse_in=6100&schd_in=L">Stats & Op Mgt I (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Moren Levesque</li>
|
|
<li>Richard Burke</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 103/335
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|