Course Info

IS 467: Fundamentals of Data Science

An introduction to the Knowledge Discovery Technologies covering all stages of a data mining process: domain understanding, data collection and selection, data cleaning and transformation, dimensionality reduction, pattern discovery, evaluation, and knowledge extraction. The course provides a comprehensive overview of data mining techniques used to realize these stages, including traditional statistical analysis and machine learning techniques. Students will analyze large datasets and develop modeling solutions to support decision making in various domains such as healthcare, finance, security, marketing, customer relationship management (CRM), and multimedia. PREREQUISITE(S): IT 403 or CSC 423

Fall 2017-2018

Section: 701
Class number: 12685
Meeting time: Th 5:45PM - 9:00PM
Location: CDM 00218 at Loop Campus
Section: 702
Class number: 12977
Meeting time: W 5:45PM - 9:00PM
Location: LEWIS 01507 at Loop Campus
Instructor: Atef Bader | View syllabus
Section: 710
Class number: 12686
Meeting time: -
Location: N/A at Online Campus
Section: 711
Class number: 12978
Meeting time: -
Location: N/A at Online Campus
Instructor: Atef Bader | View syllabus

Spring 2016-2017

Section: 901
Class number: 33812
Meeting time: Th 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
Instructor: Eli Brown | View syllabus
Section: 902
Class number: 36457
Meeting time: W 5:45PM - 9:00PM
Location: CDM 00228 at Loop Campus
Instructor: Eli Brown | View syllabus
Section: 910
Class number: 33813
Meeting time: -
Location: N/A at Online Campus
Instructor: Eli Brown | View syllabus
Section: 911
Class number: 36458
Meeting time: -
Location: N/A at Online Campus
Instructor: Eli Brown | View syllabus

Winter 2016-2017

Section: 801
Class number: 22288
Meeting time: M 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
Instructor: Eli Brown | View syllabus
CLOSED
Section: 802
Class number: 27066
Meeting time: Th 5:45PM - 9:00PM
Location: LEWIS 01208 at Loop Campus
Section: 810
Class number: 22289
Meeting time: -
Location: N/A at Online Campus
Instructor: Eli Brown | View syllabus
Section: 811
Class number: 27067
Meeting time: -
Location: N/A at Online Campus

Fall 2016-2017

Section: 701
Class number: 33510
Meeting time: Th 5:45PM - 9:00PM
Location: CDM 00218 at Loop Campus
Section: 702
Class number: 41502
Meeting time: W 5:45PM - 9:00PM
Location: LEWIS 01507 at Loop Campus
Instructor: Eli Brown | View syllabus
Section: 710
Class number: 33512
Meeting time: -
Location: N/A at Online Campus
Section: 711
Class number: 41503
Meeting time: -
Location: N/A at Online Campus
Instructor: Eli Brown | View syllabus

Spring 2015-2016

Section: 901
Class number: 33149
Meeting time: Th 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
Section: 910
Class number: 33150
Meeting time: -
Location: N/A at Online Campus

Winter 2015-2016

Section: 801
Class number: 22819
Meeting time: M 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
CLOSED
Section: 810
Class number: 22820
Meeting time: -
Location: N/A at Online Campus
CLOSED

Fall 2015-2016

Section: 701
Class number: 11798
Meeting time: Th 5:45PM - 9:00PM
Location: CDM 00218 at Loop Campus
Section: 710
Class number: 11799
Meeting time: -
Location: N/A at Online Campus

Spring 2014-2015

Section: 901
Class number: 30703
Meeting time: Tu 5:45PM - 9:00PM
Location: LEWIS 01217 at Loop Campus
Section: 910
Class number: 30704
Meeting time: -
Location: N/A at Online Campus

Winter 2014-2015

Section: 801
Class number: 20606
Meeting time: M 5:45PM - 9:00PM
Location: LEWIS 01216 at Loop Campus
Section: 810
Class number: 20607
Meeting time: -
Location: N/A at Online Campus

Fall 2014-2015

Section: 701
Class number: 16892
Meeting time: Th 5:45PM - 9:00PM
Location: CDM 00218 at Loop Campus
Section: 710
Class number: 16893
Meeting time: -
Location: N/A at Online Campus

Spring 2013-2014

Section: 901
Class number: 36787
Meeting time: Tu 5:45PM - 9:00PM
Location: LEWIS 01217 at Loop Campus
Section: 910
Class number: 36788
Meeting time: -
Location: N/A at Online Campus

Winter 2013-2014

Section: 801
Class number: 25365
Meeting time: Tu 5:45PM - 9:00PM
Location: LEWIS 01513 at Loop Campus
Section: 810
Class number: 25366
Meeting time: -
Location: N/A at Online Campus
CLOSED

Fall 2012-2013

Section: 701
Class number: 16089
Meeting time: Th 5:45PM - 9:00PM
Location: CDM 00224 at Loop Campus
Section: 710
Class number: 16090
Meeting time: -
Location: N/A at Online Campus