DSC
441:
Fundamentals of Data Science (Formerly IS 467)
Due to COVID-19, Spring in-class sections will be conducted online. Please contact your instructor for more information.
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.
IT 403 or DSC 423 or ECO 520 is a prerequisite for this class.
Fall 2020-2021
Section:
701
Class number:
10421
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00206
at
Loop Campus
Section:
710
Class number:
10423
Meeting time:
Th
5:45PM
-
9:00PM
Location:
OLSYN CHLIV
at
Online Campus
Section:
720
Class number:
16275
Meeting time:
-
Location:
OLASY NCH00
at
Online Campus
Summer I 2019-2020
Section:
210
Class number:
40188
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Spring 2019-2020
Section:
901
Class number:
30851
Meeting time:
M
5:45PM
-
9:00PM
Section:
902
Class number:
36822
Meeting time:
W
5:45PM
-
9:00PM
CLOSED
Section:
910
Class number:
30900
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Section:
911
Class number:
36823
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Winter 2019-2020
Section:
801
Class number:
22926
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
802
Class number:
22986
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Section:
810
Class number:
22927
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Section:
811
Class number:
26881
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Fall 2019-2020
Section:
701
Class number:
12990
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00218
at
Loop Campus
Section:
702
Class number:
12991
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01507
at
Loop Campus
Section:
710
Class number:
12992
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Section:
711
Class number:
12993
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Summer I 2018-2019
Section:
201
Class number:
41870
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
LEWIS 01110
at
Loop Campus
Section:
210
Class number:
41871
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Spring 2018-2019
Section:
901
Class number:
36268
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01007
at
Loop Campus
Section:
910
Class number:
36616
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Winter 2018-2019
Section:
801
Class number:
26551
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01107
at
Loop Campus
Section:
802
Class number:
27826
Meeting time:
Tu
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Section:
810
Class number:
26552
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Section:
811
Class number:
27827
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Fall 2018-2019
Section:
701
Class number:
15759
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00218
at
Loop Campus
Section:
702
Class number:
15760
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01507
at
Loop Campus
Section:
710
Class number:
15761
Meeting time:
-
Location:
N/A
at
Online Campus
Section:
711
Class number:
15762
Meeting time:
-
Location:
N/A
at
Online Campus
Summer I 2017-2018
Section:
201
Class number:
42128
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
LEWIS 01110
at
Loop Campus
Section:
210
Class number:
42129
Meeting time:
-
Location:
N/A
at
Online Campus
Spring 2017-2018
Section:
901
Class number:
34636
Meeting time:
W
5:45PM
-
9:00PM
Location:
CDM 00214
at
Loop Campus
Section:
910
Class number:
34356
Meeting time:
-
Location:
N/A
at
Online Campus
Winter 2017-2018
Section:
801
Class number:
20856
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
802
Class number:
21108
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01208
at
Loop Campus
Section:
810
Class number:
25575
Meeting time:
-
Location:
N/A
at
Online Campus
Section:
811
Class number:
25674
Meeting time:
-
Location:
N/A
at
Online Campus
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
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
Spring 2016-2017
Section:
901
Class number:
33812
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
902
Class number:
36457
Meeting time:
W
5:45PM
-
9:00PM
Location:
CDM 00228
at
Loop Campus
Section:
910
Class number:
33813
Meeting time:
-
Location:
N/A
at
Online Campus
Section:
911
Class number:
36458
Meeting time:
-
Location:
N/A
at
Online Campus
Winter 2016-2017
Section:
801
Class number:
22288
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
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
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
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
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
Section:
810
Class number:
22820
Meeting time:
-
Location:
N/A
at
Online Campus
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