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BIOL-4220: Machine Learning For Environmental Biology
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< 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." >
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Machine Learning For Environmental Biology
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BIOL-4220
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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.
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4 credits
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Cross-listed with:
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< a class = "course-pill" href = "BIOL-6220" > BIOL-6220 Machine Learning For Environmental Biology< / a >
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Prereqs:
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< div id = "prereq-classes" class = "rel-info-courses" >
< a class = "course-pill" href = "BIOL-4200" > BIOL-4200 Biostatistics< / a >
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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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Simple View
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Detailed View
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< 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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< th class = "year" > 2024< / 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 offered" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=BIOL&crse_in=4220&schd_in=" > Machine Learning For Environmental Biology (4c)< / a >
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< ul class = "prof-list" >
< li > Jeremy Lynch Farrell< / li >
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< span class = "course-capacity" >
2024-07-08 17:27:08 +00:00
Seats Taken: 14/20
2024-03-02 06:45:21 +00:00
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< th class = "year" > 2023< / 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 offered" >
< div class = "view-container detail-view-container" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=BIOL&crse_in=4220&schd_in=" > Machine Learning For Environmental Biology (4c)< / a >
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< li > Jeremy Lynch Farrell< / li >
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< span class = "course-capacity" >
Seats Taken: 7/20
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< th class = "year" > 2022< / 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 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=4220&schd_in=" > Machine Learning For Environmental Biology (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Jeremy Lynch Farrell< / li >
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< span class = "course-capacity" >
Seats Taken: 7/20
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< th class = "year" > 2021< / 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 offered" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=BIOL&crse_in=4220&schd_in=" > Machine Learning For Environmental Biology (4c)< / a >
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< ul class = "prof-list" >
< li > Jeremy Lynch Farrell< / li >
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< span class = "course-capacity" >
Seats Taken: 8/20
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< th class = "year" > 2020< / 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 offered" >
< div class = "view-container detail-view-container" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=BIOL&crse_in=4220&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: 13/20
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< th class = "year" > 2019< / 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 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=4220&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: 2/20
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< th class = "year" > 2018< / 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" > 2017< / 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" > 2016< / 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" > 2015< / 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" > 2014< / 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" > 2013< / 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" > 2012< / 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" > 2011< / 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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< / 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" >
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< / tr >
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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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< / tr >
< tr >
< th class = "year" > 2008< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
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< th class = "year" > 2007< / 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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< / tr >
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< th class = "year" > 2006< / 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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< / tr >
< tr >
< th class = "year" > 2005< / th >
< td class = "term spring not-offered" >
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< 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" >
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< 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" >
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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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< / tr >
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< th class = "year" > 2002< / 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" > 2001< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
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< th class = "year" > 2000< / 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" > 1999< / 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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< / tr >
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< th class = "year" > 1998< / th >
< td class = "term spring unscheduled" >
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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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