2024-03-02 06:45:21 +00:00
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2024-03-18 15:22:45 +00:00
BMED-6420: Engineering Math: Data Science
2024-03-02 06:45:21 +00:00
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2024-03-18 15:22:45 +00:00
< meta property = "og:title" content = "BMED-6420: Engineering Math: Data Science" >
2024-03-02 06:45:21 +00:00
< meta property = "og:description" content = "The course covers matrix algebra and decompositions, including eigenvalue and generalized eigenvalue problems, solving multivariate constraint and unconstraint optimization problems, gradient-based optimization for solving nonlinear optimization problems, and regression analysis. Concepts that are discussed include solving nonlinear optimization problems, first- and second-order gradient-based methods, estimating parameters for multiple linear regression and mechanistic first-principle models. The course also introduces important data science tasks: data analysis, regression, classification and presents application studies related to biomedical engineering." >
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2024-03-18 15:22:45 +00:00
Engineering Math: Data Science
2024-03-02 06:45:21 +00:00
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< h2 id = "code" >
BMED-6420
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The course covers matrix algebra and decompositions, including eigenvalue and generalized eigenvalue problems, solving multivariate constraint and unconstraint optimization problems, gradient-based optimization for solving nonlinear optimization problems, and regression analysis. Concepts that are discussed include solving nonlinear optimization problems, first- and second-order gradient-based methods, estimating parameters for multiple linear regression and mechanistic first-principle models. The course also introduces important data science tasks: data analysis, regression, classification and presents application studies related to biomedical engineering.
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3 credits
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Prereqs:
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none
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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
< / label >
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< table id = "years-table" >
< thead >
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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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< 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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2024-03-18 14:26:40 +00:00
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202409&subj_in=BMED&crse_in=6420&schd_in=" > Engineering Math: Data Science (3c)< / a >
2024-03-02 06:45:21 +00:00
< / span >
< ul class = "prof-list" >
< li > FNU Rahul< / li >
< / ul >
< span class = "course-capacity" >
2024-06-02 15:23:43 +00:00
Seats Taken: 3/35
2024-03-02 06:45:21 +00:00
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< / td >
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< tr >
< th class = "year" > 2023< / 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" > 2022< / 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" > 2021< / 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" > 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=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 16/15
< / 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=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 16/10
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< / 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 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=201809&subj_in=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 14/10
< / span >
< / div >
< / 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 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=201709&subj_in=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 19/39
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< / div >
< / 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 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=201509&subj_in=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 7/45
< / span >
< / div >
< / 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 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=201409&subj_in=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 11/15
< / span >
< / div >
< / 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 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=201309&subj_in=BMED&crse_in=6420&schd_in=" > Clincal Orthopaedics And Research (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Eric Howard Ledet< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 13/10
< / span >
< / div >
< / 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 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=200801&subj_in=BMED&crse_in=6420&schd_in=" > Biology And Engr Of Ecm (3c)< / a >
< / span >
< ul class = "prof-list" >
< li > Jan Philip Stegemann< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 9/10
< / span >
< / div >
< / 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" >
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