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701 lines
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701 lines
30 KiB
HTML
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MGMT-6560: Introduction To Machine Learning Applications
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<meta property="og:title" content="MGMT-6560: Introduction To Machine Learning Applications">
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<meta property="og:description" content="“The widespread proliferation of IT-influenced economic activity leaves behind a rich trail of micro-level data, enabling organizations to use analytics and experimentation in both strategy and operations. This course provides a hands-on introduction to the concepts, methods, and processes for machine learning from data, the foundation of artificial intelligence. Students will learn how to manipulate data and apply machine learning models to business context.” They will also learn how to obtain data and draw business inferences from data by asking the right questions and using the appropriate tools.">
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<div id="cd-flex">
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<div id="course-info-container">
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<h1 id="name">
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Introduction To Machine Learning Applications
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</h1>
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<h2 id="code">
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MGMT-6560
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</h2>
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<p>
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“The widespread proliferation of IT-influenced economic activity leaves behind a rich trail of micro-level data, enabling organizations to use analytics and experimentation in both strategy and operations. This course provides a hands-on introduction to the concepts, methods, and processes for machine learning from data, the foundation of artificial intelligence. Students will learn how to manipulate data and apply machine learning models to business context.” They will also learn how to obtain data and draw business inferences from data by asking the right questions and using the appropriate tools.
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</p>
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<div id="cattrs-container">
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<span id="credits-pill" class="attr-pill">
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3 credits
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</span>
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</div>
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<div id="crosslist-container">
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<div id="crosslist-title" class="rel-info-title">
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Cross-listed with:
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</div>
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<div id=crosslist-classes" class="rel-info-courses">
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<a class="course-pill" href="MGMT-4190">MGMT-4190 Intro To Machine Learning Apps</a>
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</div>
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</div>
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<div id="prereq-container" class="rel-info-container">
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<div id="prereq-title" class="rel-info-title">
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Prereqs:
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<span class="none-rect">
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none
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Past Term Data
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Offered
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Not Offered
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Offered as Cross-Listing Only
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No Term Data
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</span>
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Simple View
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</label>
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<label for="detail-view-input" id="detail-view-label" class="view-option-label">
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Detailed View
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</label>
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<table id="years-table">
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<thead>
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<tr>
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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">2024</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=202401&subj_in=MGMT&crse_in=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 28/45
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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=202409&subj_in=MGMT&crse_in=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 33/100
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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">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=6560&schd_in=">Intro To Machine Learning Apps (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Minor E. Gordon</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 23/35
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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=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 56/75
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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=6560&schd_in=">Intro To Machine Learning Apps (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 34/55
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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=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 50/77
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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=6560&schd_in=">Intro To Machine Learning Apps (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 33/40
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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=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 70/77
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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 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=202001&subj_in=MGMT&crse_in=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Lydia Manikonda</li>
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 33/80
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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=202009&subj_in=MGMT&crse_in=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Thomas Richard Morgan</li>
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 65/80
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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>
|
|
<td class="term spring offered">
|
|
<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=201901&subj_in=MGMT&crse_in=6560&schd_in=">Technology Fundamentals For Business Analytics (3c)</a>
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</span>
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<ul class="prof-list">
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 24/40
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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=201909&subj_in=MGMT&crse_in=6560&schd_in=">Introduction To Machine Learning Applications (3c)</a>
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</span>
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<ul class="prof-list">
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|
<li>Lydia Manikonda</li>
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 81/105
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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 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=201801&subj_in=MGMT&crse_in=6560&schd_in=">Technology Fundamentals For Business Analytics (3c)</a>
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|
</span>
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<ul class="prof-list">
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|
<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 11/20
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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">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=MGMT&crse_in=6560&schd_in=">Technology Fundamentals For Business Analytics (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Jason Nicholas Kuruzovich</li>
|
|
</ul>
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|
<span class="course-capacity">
|
|
Seats Taken: 48/55
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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=6560&schd_in=">Technology Fundamentals For Business Analytics (3c)</a>
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</span>
|
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<ul class="prof-list">
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|
<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 51/55
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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">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">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=MGMT&crse_in=6560&schd_in=">Technology Fundamentals For Business Analytics (3c)</a>
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</span>
|
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<ul class="prof-list">
|
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<li>Jason Nicholas Kuruzovich</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 48/50
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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 not-offered">
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</td>
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</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 not-offered">
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</td>
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</tr>
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<tr>
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<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>
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<td class="term fall not-offered">
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</td>
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</tr>
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<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 not-offered">
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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 not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2010</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">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=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Edward D. Arnheiter</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 1/1
|
|
</span>
|
|
</div>
|
|
</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=200709&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 27/100
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2006</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=200601&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>David Rainey</li>
|
|
<li>Edward D. Arnheiter</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 53/100
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">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=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>David Rainey</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 47/8700
|
|
</span>
|
|
</div>
|
|
</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=200509&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 13/25
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2004</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=200401&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>David Rainey</li>
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 87/8140
|
|
</span>
|
|
</div>
|
|
</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=200409&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Dev. (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 17/27
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2003</th>
|
|
<td class="term spring not-offered">
|
|
</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=200309&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Develop (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 0/2
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2002</th>
|
|
<td class="term spring not-offered">
|
|
</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=200209&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Develop (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 19/22
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2001</th>
|
|
<td class="term spring not-offered">
|
|
</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=200109&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Product Develop (3c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 53/6100
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2000</th>
|
|
<td class="term spring not-offered">
|
|
</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=200009&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Prod Dev (3c)<br>New Product Management</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 19/2025
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1999</th>
|
|
<td class="term spring not-offered">
|
|
</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=199909&subj_in=MGMT&crse_in=6560&schd_in=">Managing New Prod Dev (3c)<br>Managing New Product Dev</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Susan Sanderson</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 19/240
|
|
</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=6560&schd_in=">New Product Developmt (3c)<br>New Product Management</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>David Rainey</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 36/4840
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|