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 2023-2024
Section:
801
Class number:
22958
Meeting time:
Th
5:45PM
-
9:00PM
Location:
14EAS 00214
at
Loop Campus
CLOSED
Section:
820
Class number:
22981
Meeting time:
-
Location:
Online: Async
Fall 2023-2024
Section:
701
Class number:
12928
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Section:
720
Class number:
12929
Meeting time:
-
Location:
Online: Async
Summer I 2022-2023
Section:
201
Class number:
45673
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
CDM 00206
at
Loop Campus
Section:
210
Class number:
45674
Meeting time:
-
Location:
Online: Async (Sync-Option)
Spring 2022-2023
Section:
901
Class number:
40068
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Section:
920
Class number:
40184
Meeting time:
-
Location:
Online: Async
Winter 2022-2023
Section:
801
Class number:
28902
Meeting time:
Th
5:45PM
-
9:00PM
Location:
14EAS 00214
at
Loop Campus
Section:
820
Class number:
28926
Meeting time:
-
Location:
Online: Async
Fall 2022-2023
Section:
701
Class number:
18561
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00218
at
Loop Campus
Section:
710
Class number:
18563
Meeting time:
-
Location:
Online: Async
Section:
720
Class number:
18562
Meeting time:
-
Location:
Online: Async
Summer I 2021-2022
Section:
201
Class number:
42323
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
CDM 00222
at
Loop Campus
Section:
210
Class number:
42324
Meeting time:
-
Location:
Online: Async (Sync-Option)
Section:
211
Class number:
43109
Meeting time:
-
Location:
Online: Async (Sync-Option)
Section:
230
Class number:
43108
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
Online: Sync
Spring 2021-2022
Section:
901
Class number:
37500
Meeting time:
M
5:45PM
-
9:00PM
Location:
Online: Sync
CLOSED
Section:
920
Class number:
37663
Meeting time:
-
Location:
Online: Async
Winter 2021-2022
Section:
801
Class number:
28594
Meeting time:
Th
5:45PM
-
9:00PM
Location:
14EAS 00214
at
Loop Campus
Section:
820
Class number:
28622
Meeting time:
-
Location:
Online: Async
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