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ISYE-4360 - Applied Data Science
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<meta property="og:title" content="ISYE-4360 - Applied Data Science">
<meta property="og:description" content="This engineering course is an introduction to the fundamental concepts of machine learning in a lab-like environment. The course is structured in three main parts that mimic the daily workflow of a data scientist in a real organization: (i) data preparation; (ii) machine learning algorithms; and (iii) data visualization and decision making.">
2023-02-10 04:08:22 +00:00
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2023-02-10 04:02:50 +00:00
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<h1 id="name">
Applied Data Science
</h1>
<h2 id="code">
ISYE-4360
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<p>
This engineering course is an introduction to the fundamental concepts of machine learning in a lab-like environment. The course is structured in three main parts that mimic the daily workflow of a data scientist in a real organization: (i) data preparation; (ii) machine learning algorithms; and (iii) data visualization and decision making.
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4 credits
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Prereqs:
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<div id="prereq-classes" class="rel-info-courses">
<div class="pr-or-con">
<div class="pr-or-title">
one of:
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<div class="pr-or">
<a class="course-pill" href="ENGR-2600.html">ENGR-2600 Modeling and Analysis of Uncertainty</a>
<a class="course-pill" href="MATP-4600.html">MATP-4600 Probability Theory and Applications</a>
</div>
</div>
<div class="pr-and">and</div>
<a class="course-pill" href="CSCI-1100.html">CSCI-1100 Computer Science I</a>
</div>
</div>
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<h2 id="past-title">
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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Detailed View
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<table>
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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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<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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<tr>
<th class="year">2023</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
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<td class="term fall offered">
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<span class="term-course-info">
Applied Data Science (4c)
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<ul class="prof-list">
<li>Rostyslav Korolov</li>
</ul>
<span class="course-capacity">
Seats Taken: 0/20
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<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">
<div class="view-container detail-view-container">
<span class="term-course-info">
Applied Data Science (4c)
</span>
<ul class="prof-list">
<li>Rostyslav Korolov</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/20
</span>
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<th class="year">2021</th>
<td class="term spring not-offered">
</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">
Applied Data Science (4c)
</span>
<ul class="prof-list">
<li>Rostyslav Korolov</li>
</ul>
<span class="course-capacity">
Seats Taken: 26/30
</span>
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<th class="year">2020</th>
<td class="term spring not-offered">
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<td class="term fall offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
Applied Data Science (4c)
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<ul class="prof-list">
<li>Mark J Embrechts</li>
</ul>
<span class="course-capacity">
Seats Taken: 8/30
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<th class="year">2019</th>
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<th class="year">2018</th>
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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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<td class="term fall not-offered">
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<th class="year">2014</th>
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<td class="term fall not-offered">
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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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<td class="term fall not-offered">
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<th class="year">2010</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<td class="term fall not-offered">
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<th class="year">2009</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<td class="term fall not-offered">
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<th class="year">2008</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<td class="term fall not-offered">
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<th class="year">2007</th>
<td class="term spring unscheduled">
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<td class="term fall not-offered">
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