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MATH-4840: Numerical Linear Algebra With Applications
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<meta property="og:description" content="The focus of the course is on fundamental algorithms in computational linear algebra and their applications in science and engineering. These algorithms involve QR and SVD factorizations, the computation of eigenvalues and eigenvectors, basic optimization methods, and iterative methods for sparse systems. Applications will be considered in areas such as data analysis and compression, principal component and spectral analysis, solutions of large sparse systems, among others.">
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<h1 id="name">
Numerical Linear Algebra With Applications
</h1>
<h2 id="code">
MATH-4840
</h2>
<p>
The focus of the course is on fundamental algorithms in computational linear algebra and their applications in science and engineering. These algorithms involve QR and SVD factorizations, the computation of eigenvalues and eigenvectors, basic optimization methods, and iterative methods for sparse systems. Applications will be considered in areas such as data analysis and compression, principal component and spectral analysis, solutions of large sparse systems, among others.
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4 credits
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Prereqs:
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one of:
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<a class="course-pill" href="MATH-4800">MATH-4800 Numerical Computing</a>
<a class="course-pill" href="CSCI-4800">CSCI-4800 Numerical Computing</a>
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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>
</tr>
<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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Fri Sep 13 01:49:00 UTC 2024
2024-09-13 01:49:00 +00:00
<tr>
<th class="year">2025</th>
Tue Oct 8 13:31:57 UTC 2024
2024-10-08 13:31:57 +00:00
<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=202501&subj_in=MATH&crse_in=4840&schd_in=">Numerical Linear Algebra With Applications (4c)</a>
</span>
<ul class="prof-list">
<li>Mark H Holmes</li>
</ul>
<span class="course-capacity">
Thu Dec 19 18:35:07 UTC 2024
2024-12-19 18:35:07 +00:00
Seats Taken: 43/45
Tue Oct 8 13:31:57 UTC 2024
2024-10-08 13:31:57 +00:00
</span>
</div>
Fri Sep 13 01:49:00 UTC 2024
2024-09-13 01:49:00 +00:00
</td>
<td colspan="2" class="term summer unscheduled">
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<td class="term fall unscheduled">
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Sat Mar 2 06:45:21 UTC 2024
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<tr>
<th class="year">2024</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
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<td class="term fall not-offered">
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</tr>
<tr>
<th class="year">2023</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=202301&subj_in=MATH&crse_in=4840&schd_in=">Numerical Linear Algebra Apps (4c)</a>
</span>
<ul class="prof-list">
<li>Mark H Holmes</li>
</ul>
<span class="course-capacity">
Seats Taken: 32/35
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
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<th class="year">2022</th>
<td class="term spring not-offered">
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<tr>
<th class="year">2021</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=202101&subj_in=MATH&crse_in=4840&schd_in=">Numerical Linear Algebra Apps (4c)</a>
</span>
<ul class="prof-list">
<li>Mark H Holmes</li>
</ul>
<span class="course-capacity">
Seats Taken: 42/70
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2020</th>
<td class="term spring not-offered">
</td>
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<td class="term fall not-offered">
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</tr>
<tr>
<th class="year">2019</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=201901&subj_in=MATH&crse_in=4840&schd_in=">Numerical Linear Algebra With Applications (4c)</a>
</span>
<ul class="prof-list">
<li>Mark H Holmes</li>
</ul>
<span class="course-capacity">
Seats Taken: 49/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2018</th>
<td class="term spring not-offered">
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<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2017</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=201701&subj_in=MATH&crse_in=4840&schd_in=">Numerical Linear Algebra With Applications (4c)</a>
</span>
<ul class="prof-list">
<li>Mark H Holmes</li>
</ul>
<span class="course-capacity">
Seats Taken: 45/50
</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">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>
<td class="term spring not-offered">
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<td class="term fall not-offered">
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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">2010</th>
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<th class="year">2009</th>
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<th class="year">2008</th>
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<th class="year">2006</th>
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<th class="year">2005</th>
<td class="term spring not-offered">
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<th class="year">2004</th>
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<th class="year">1998</th>
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