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CSCI-4600: Data Analytics
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< meta property = "og:description" content = "The world at-large is confronted with increasingly larger and complex sets of structured/unstructured information; from cyber and human sources. Traditional enterprises are moving toward analytics-driven approaches for core business functions. Data and information analytics extends analysis (descriptive models of data) by using data mining and machine learning methods, with optimization and validation, to recommend action or guide and communicate decision-making. Thus, analytics is an entire methodology rather than individual analyses or analysis steps." >
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< input type = "text" id = "search" class = "header-search" placeholder = "Search..." >
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< h1 id = "name" >
Data Analytics
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CSCI-4600
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< p >
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The world at-large is confronted with increasingly larger and complex sets of structured/unstructured information; from cyber and human sources. Traditional enterprises are moving toward analytics-driven approaches for core business functions. Data and information analytics extends analysis (descriptive models of data) by using data mining and machine learning methods, with optimization and validation, to recommend action or guide and communicate decision-making. Thus, analytics is an entire methodology rather than individual analyses or analysis steps.
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3 credits
< / span >
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Cross-listed with:
< / div >
< div id = crosslist-classes" class = "rel-info-courses" >
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< a class = "course-pill" href = "BCBP-4600" > BCBP-4600 Data Analytics< / a >
< a class = "course-pill" href = "ITWS-4600" > ITWS-4600 Data Analytics< / a >
< a class = "course-pill" href = "ITWS-6600" > ITWS-6600 Data Analytics< / a >
< a class = "course-pill" href = "MGMT-4600" > MGMT-4600 Data Analytics< / a >
< a class = "course-pill" href = "MGMT-6600" > MGMT-6600 Data Analytics< / a >
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< / div >
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Prereqs:
< / div >
< div id = "prereq-classes" class = "rel-info-courses" >
< div class = "pr-or-con" >
< div class = "pr-or-title" >
one of:
< / div >
< div class = "pr-or" >
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< a class = "course-pill" href = "ITWS-4350" > ITWS-4350 Data Science< / a >
< a class = "course-pill" href = "CSCI-4350" > CSCI-4350 Data Science< / a >
< a class = "course-pill" href = "ERTH-4350" > ERTH-4350 Data Science< / a >
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Past Term Data
< / h2 >
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< div id = "yes-code" class = "key-code" >
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Offered
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< span class = "code-icon" id = "no-code-icon" >
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Not Offered
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Offered as Cross-Listing Only
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No Term Data
< / div >
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< label for = "simple-view-input" id = "simple-view-label" class = "view-option-label" >
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Simple View
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Detailed View
< / label >
< / div >
< / div >
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< table id = "years-table" >
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< 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" > 2023< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202301&subj_in=CSCI&crse_in=4600&schd_in=" > Data Analytics (3c)< / a >
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< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
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Seats Taken: 8/10
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< / span >
< / div >
< / 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" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202309&subj_in=CSCI&crse_in=4600&schd_in=" > Data Analytics (3c)< / a >
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< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
2023-08-21 12:38:20 +00:00
Seats Taken: 9/10
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< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2022< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202201&subj_in=CSCI&crse_in=4600&schd_in=" > Data Analytics (3c)< / a >
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< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / 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 offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202209&subj_in=CSCI&crse_in=4600&schd_in=" > Data Analytics (3c)< / a >
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< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 10/10
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2021< / th >
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< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2020< / th >
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< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2019< / th >
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< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2018< / th >
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< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2017< / th >
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< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
< tr >
< th class = "year" > 2016< / th >
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< td class = "term spring offered-diff-code" >
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< / 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 >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2013< / th >
< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2012< / th >
< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / 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 >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2009< / th >
< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2008< / th >
< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
< tr >
< th class = "year" > 2007< / th >
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< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered-diff-code" >
< / 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 offered-diff-code" >
< / td >
< / tr >
< tr >
< th class = "year" > 2005< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200501&subj_in=CSCI&crse_in=4600&schd_in=" > The Human-computer Interface (4c)< / a >
2023-02-22 04:39:06 +00:00
< / span >
< ul class = "prof-list" >
< li > Michael M. Danchak< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 25/30
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered-diff-code" >
< / td >
< / tr >
< tr >
< th class = "year" > 2004< / th >
< td class = "term spring not-offered" >
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< / td >
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< td colspan = "2" class = "term summer not-offered" >
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< / td >
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< td class = "term fall offered-diff-code" >
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< / td >
< / tr >
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< 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 offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
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< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=200309&subj_in=CSCI&crse_in=4600&schd_in=" > Human Comp Interface (4c)< / a >
2023-02-22 04:39:06 +00:00
< / span >
< ul class = "prof-list" >
< li > Michael M. Danchak< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 44/60
< / span >
< / div >
< / 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 offered-diff-code" >
< / 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 offered-diff-code" >
< / td >
< / tr >
< tr >
< th class = "year" > 2000< / th >
< td class = "term spring offered-diff-code" >
< / 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 offered-diff-code" >
< / 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 >
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