DSC
441:
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.
IT 403 or DSC 423 or ECO 520 is a prerequisite for this class.
Winter 2021-2022
Section:
801
Class number:
28594
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01216
at
Loop Campus
Section:
820
Class number:
28622
Meeting time:
-
Location:
Online: Async
CLOSED
Fall 2021-2022
Section:
701
Class number:
4146
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00218
at
Loop Campus
CLOSED
Section:
710
Class number:
4148
Meeting time:
-
Location:
Online: Async
Section:
720
Class number:
4147
Meeting time:
-
Location:
Online: Async
Summer I 2020-2021
Section:
201
Class number:
40091
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
210
Class number:
40092
Meeting time:
-
Location:
Online: Async (Sync-Option)
CLOSED
Spring 2020-2021
Section:
901
Class number:
30725
Meeting time:
Tu
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
920
Class number:
35456
Meeting time:
-
Location:
Online: Async
Winter 2020-2021
Section:
801
Class number:
28538
Meeting time:
Th
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
820
Class number:
28575
Meeting time:
-
Location:
Online: Async
Fall 2020-2021
Section:
701
Class number:
10421
Meeting time:
Th
5:45PM
-
9:00PM
Location:
Online: Sync
Section:
710
Class number:
10423
Meeting time:
Th
5:45PM
-
9:00PM
Location:
Online: Sync-Classroom link
Section:
720
Class number:
16275
Meeting time:
-
Location:
Online: Async
Summer I 2019-2020
Section:
210
Class number:
40188
Meeting time:
-
Location:
Remote
Spring 2019-2020
Section:
901
Class number:
30851
Meeting time:
M
5:45PM
-
9:00PM
Location:
REMOT E0000
Section:
902
Class number:
36822
Meeting time:
W
5:45PM
-
9:00PM
Location:
REMOT E0000
CLOSED
Section:
910
Class number:
30900
Meeting time:
-
Location:
Remote
Section:
911
Class number:
36823
Meeting time:
-
Location:
Remote
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:
Remote
Section:
811
Class number:
26881
Meeting time:
-
Location:
Remote
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:
Remote
Section:
711
Class number:
12993
Meeting time:
-
Location:
Remote
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:
Remote
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:
Remote
Winter 2018-2019
Section:
801
Class number:
26551
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01107
at
Loop Campus
CLOSED
Section:
802
Class number:
27826
Meeting time:
Tu
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Instructor:
Hamed Qahri Saremi
Section:
810
Class number:
26552
Meeting time:
-
Location:
Remote
Instructor:
Hamed Qahri Saremi
Section:
811
Class number:
27827
Meeting time:
-
Location:
Remote
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
Instructor:
Hamed Qahri Saremi
Section:
710
Class number:
15761
Meeting time:
-
Location:
Remote
Section:
711
Class number:
15762
Meeting time:
-
Location:
Remote
Instructor:
Hamed Qahri Saremi
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:
Remote
Spring 2017-2018
Section:
901
Class number:
34636
Meeting time:
W
5:45PM
-
9:00PM
Location:
CDM 00214
at
Loop Campus
Instructor:
Hamed Qahri Saremi
Section:
910
Class number:
34356
Meeting time:
-
Location:
Remote
Instructor:
Hamed Qahri Saremi
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:
Remote
Section:
811
Class number:
25674
Meeting time:
-
Location:
Remote
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:
Remote
Section:
711
Class number:
12978
Meeting time:
-
Location:
Remote