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< html >
< head >
< title >
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ITWS-4600: Data Analytics
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< meta property = "og:title" content = "ITWS-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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< link rel = "stylesheet" href = "../css/common.css" >
< link rel = "stylesheet" href = "../css/coursedisplay.css" >
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< script src = "../js/fuse.js" > < / script >
< script src = "../js/search_helper.js" > < / script >
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< / head >
< body class = "search_plugin_added" >
< div id = "qlog-header" >
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< form onsubmit = "search_helper()" >
< input type = "text" id = "search" class = "header-search" placeholder = "Search..." >
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< / div >
< div id = "cd-flex" >
< div id = "course-info-container" >
< h1 id = "name" >
Data Analytics
< / h1 >
< h2 id = "code" >
ITWS-4600
< / h2 >
< p >
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.
< / p >
< div id = "cattrs-container" >
< span id = "credits-pill" class = "attr-pill" >
3 credits
< / span >
< / div >
< div id = "prereq-container" class = "rel-info-container" >
< div id = "prereq-title" class = "rel-info-title" >
Prereqs:
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< div id = "prereq-classes" class = "rel-info-courses" >
< span class = "none-rect" >
none
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< / div >
< / div >
< / div >
< div id = "past-container" >
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< h1 id = "past-title" >
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Past Term Data
< / h2 >
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< div id = "opt-container" >
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< div id = "yes-code" class = "key-code" >
< span class = "code-icon" id = "yes-code-icon" >
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< svg > < use href = "../icons.svg#circle-check" > < / use > < / svg >
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< / span >
Offered
< / div >
< div id = "no-code" class = "key-code" >
< span class = "code-icon" id = "no-code-icon" >
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< / span >
Not Offered
< / div >
< div id = "diff-code" class = "key-code" >
< span class = "code-icon" id = "diff-code-icon" >
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< svg > < use href = "../icons.svg#circle-question" > < / use > < / svg >
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< / span >
Offered as Cross-Listing Only
< / div >
< div id = "nil-code" class = "key-code" >
< span class = "code-icon" id = "nil-code-icon" >
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< svg > < use href = "../icons.svg#circle-empty" > < / use > < / svg >
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< / 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" >
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Simple View
< / label >
< label for = "detail-view-input" id = "detail-view-label" class = "view-option-label" >
< span class = "view-icon" id = "detail-view-icon" >
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< / span >
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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 2/10
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 0/7
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 8/10
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 4/7
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2021< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< li > Linda Kramarchyk< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 7/10
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 3/5
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2020< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 10/60
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 3/5
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2019< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 4/60
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Thilanka Munasinghe< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 7/10
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2018< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Linda Kramarchyk< / li >
< li > Peter A Fox< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 11/13
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Peter A Fox< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 1/15
< / span >
< / div >
< / 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" >
Data Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Gregory N. Hughes< / li >
< li > Melissa Natalie Hay< / li >
< li > Peter A Fox< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 8/25
< / span >
< / div >
< / 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 offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Datal Analytics (3c)
< / span >
< ul class = "prof-list" >
< li > Peter A Fox< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 3/25
< / span >
< / div >
< / 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 unscheduled" >
< / td >
< td colspan = "2" class = "term summer unscheduled" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
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