quatalog-site/courses/ISYE-6190.html
2023-04-05 17:38:17 +00:00

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ISYE-6190: Introduction to Big Data Analytics
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<meta property="og:description" content="Big Data Analytics is the automated process for finding interesting, actionable information from large amounts of data. This course emphasizes the evolution from machine learning to big data analytics. Topics include data-driven science and engineering, basic data mining, machine learning approaches for big data, artificial neural networks, time series analysis and deep learning. There is a special emphasis on the use of scriptable code for Big Data Analytics.">
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<h1 id="name">
Introduction to Big Data Analytics
</h1>
<h2 id="code">
ISYE-6190
</h2>
<p>
Big Data Analytics is the automated process for finding interesting, actionable information from large amounts of data. This course emphasizes the evolution from machine learning to big data analytics. Topics include data-driven science and engineering, basic data mining, machine learning approaches for big data, artificial neural networks, time series analysis and deep learning. There is a special emphasis on the use of scriptable code for Big Data Analytics.
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3 credits
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Cross-listed with:
</div>
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<a class="course-pill" href="ISYE-4360">ISYE-4360 Applied Data Science</a>
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Prereqs:
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none
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<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
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<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
<th></th>
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</thead>
<tbody>
<tr>
<th class="year">2023</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered-diff-code">
</td>
</tr>
<tr>
<th class="year">2022</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered-diff-code">
</td>
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<tr>
<th class="year">2021</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall offered-diff-code">
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<th class="year">2020</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=202009&subj_in=ISYE&crse_in=6190&schd_in=L">Intro To Big Data Analytics (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 1/20
</span>
</div>
</td>
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<tr>
<th class="year">2019</th>
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</td>
<td colspan="2" class="term summer not-offered">
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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=201909&subj_in=ISYE&crse_in=6190&schd_in=L">Intro To Big Data Analytics (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/20
</span>
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</td>
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<th class="year">2018</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=201801&subj_in=ISYE&crse_in=6190&schd_in=L">Intro To Big Data Analytics (3c)</a>
</span>
<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 8/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
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<th class="year">2017</th>
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<th class="year">2016</th>
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<th class="year">2015</th>
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<th class="year">2014</th>
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<th class="year">2013</th>
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<th class="year">2012</th>
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<th class="year">2011</th>
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<th class="year">2009</th>
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<th class="year">2006</th>
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<th class="year">2005</th>
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<th class="year">2004</th>
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<th class="year">2003</th>
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<th class="year">1998</th>
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