quatalog-site/courses/BIOL-6220.html
2024-03-19 18:26:43 +00:00

442 lines
18 KiB
HTML

<!DOCTYPE html>
<html>
<head>
<title>
BIOL-6220: Machine Learning For Environmental Biology
</title>
<meta property="og:title" content="BIOL-6220: Machine Learning For Environmental Biology">
<meta property="og:description" content="This course is designed to create an applied learning environment to introduce students to large scale datasets in the environmental field and learn advanced techniques for analyzing them. Students will learn multivariate data exploration techniques, evaluate the quality of large datasets, and analyze the data using machine learning techniques. Specifically students will propose, develop, and finalize projects where they will apply machine learning approaches to datasets to understand complex environmental biology processes. Along with these topics, students will learn to critically read current scientific literature relevant to their projects.">
<link rel="stylesheet" href="../css/common.css">
<link rel="stylesheet" href="../css/coursedisplay.css">
<link rel="stylesheet" href="../css/themes.css">
<link rel="shortcut icon" href="../favicon/quatalogIcon.png">
<link rel="icon" href="../favicon/favicon.ico">
<link rel="apple-touch-icon" sizes="180x180" href="../favicon/apple-touch-icon.png">
<link rel="icon" type="image/png" sizes="32x32" href="../favicon/favicon-32x32.png">
<link rel="icon" type="image/png" sizes="16x16" href="../favicon/favicon-16x16.png">
<link rel="manifest" href="../favicon/site.webmanifest">
<script src="../js/fuse.js"></script>
<script src="../js/search_helper.js"></script>
</head>
<body class="search_plugin_added">
<div id="qlog-header">
<a id="qlog-wordmark" href="../"><svg><use href="../images/quatalogHWordmark.svg#QuatalogHWordmark"></use></svg></a>
<form onsubmit="search_helper(event)">
<input type="text" id="search" class="header-search" placeholder="Search...">
</form>
</div>
<div id="cd-flex">
<div id="course-info-container">
<h1 id="name">
Machine Learning For Environmental Biology
</h1>
<h2 id="code">
BIOL-6220
</h2>
<p>
This course is designed to create an applied learning environment to introduce students to large scale datasets in the environmental field and learn advanced techniques for analyzing them. Students will learn multivariate data exploration techniques, evaluate the quality of large datasets, and analyze the data using machine learning techniques. Specifically students will propose, develop, and finalize projects where they will apply machine learning approaches to datasets to understand complex environmental biology processes. Along with these topics, students will learn to critically read current scientific literature relevant to their projects.
</p>
<div id="cattrs-container">
<span id="credits-pill" class="attr-pill">
4 credits
</span>
</div>
<div id="crosslist-container">
<div id="crosslist-title" class="rel-info-title">
Cross-listed with:
</div>
<div id=crosslist-classes" class="rel-info-courses">
<a class="course-pill" href="BIOL-4220">BIOL-4220 Machine Learning For Environmental Biology</a>
</div>
</div>
<div id="prereq-container" class="rel-info-container">
<div id="prereq-title" class="rel-info-title">
Prereqs:
</div>
<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="BIOL-4200">BIOL-4200 Biostatistics</a>
</div>
</div>
</div>
<div id="past-container">
<h1 id="past-title">
Past Term Data
</h2>
<input type="radio" id="simple-view-input" name="view-select" value="simple" checked="checked">
<input type="radio" id="detail-view-input" name="view-select" value="detailed">
<div id="opt-container">
<div id="key-panel">
<div id="yes-code" class="key-code">
<span class="code-icon" id="yes-code-icon">
<svg><use href="../icons.svg#circle-check"></use></svg>
</span>
Offered
</div>
<div id="no-code" class="key-code">
<span class="code-icon" id="no-code-icon">
<svg><use href="../icons.svg#circle-no"></use></svg>
</span>
Not Offered
</div>
<div id="diff-code" class="key-code">
<span class="code-icon" id="diff-code-icon">
<svg><use href="../icons.svg#circle-question"></use></svg>
</span>
Offered as Cross-Listing Only
</div>
<div id="nil-code" class="key-code">
<span class="code-icon" id="nil-code-icon">
<svg><use href="../icons.svg#circle-empty"></use></svg>
</span>
No Term Data
</div>
</div>
<div id="control-panel">
<label for="simple-view-input" id="simple-view-label" class="view-option-label">
<span class="view-icon" id="simple-view-icon">
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
</span>
Simple View
</label>
<label for="detail-view-input" id="detail-view-label" class="view-option-label">
<span class="view-icon" id="detail-view-icon">
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
</span>
Detailed View
</label>
</div>
</div>
<table id="years-table">
<thead>
<tr>
<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>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<th class="year">2024</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=202409&subj_in=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 1/10
</span>
</div>
</td>
</tr>
<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">
<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=202309&subj_in=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 2/10
</span>
</div>
</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">
<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=202209&subj_in=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/10
</span>
</div>
</td>
</tr>
<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">
<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=202109&subj_in=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 4/10
</span>
</div>
</td>
</tr>
<tr>
<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=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/10
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2019</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=201909&subj_in=BIOL&crse_in=6220&schd_in=">Machine Learning For Environmental Biology (4c)</a>
</span>
<ul class="prof-list">
<li>Jeremy Lynch Farrell</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/10
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2018</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">2017</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">2016</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">2015</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">2014</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">2013</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">2012</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">2011</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">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 not-offered">
</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 not-offered">
</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 colspan="2" class="term summer 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 colspan="2" class="term summer 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 colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</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 not-offered">
</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 not-offered">
</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 not-offered">
</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 not-offered">
</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
</html>