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.
Spring 2024-2025
Section:
901
Class number:
32960
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Instructor:
Section:
920
Class number:
33033
Meeting time:
-
Location:
Online: Async
Instructor:
Winter 2024-2025
Section:
501
Class number:
23448
Meeting time:
TuTh
11:50AM
-
1:20PM
Location:
LEWIS 01509
at
Loop Campus
Section:
801
Class number:
22947
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01217
at
Loop Campus
CLOSED
Section:
820
Class number:
22968
Meeting time:
-
Location:
Online: Async
Fall 2024-2025
Section:
701
Class number:
14619
Meeting time:
M
5:45PM
-
9:00PM
Location:
CDM 00226
at
Loop Campus
CLOSED
Section:
720
Class number:
14620
Meeting time:
-
Location:
Online: Async
Summer I 2023-2024
Section:
201
Class number:
40580
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
CDM 00220
at
Loop Campus
Section:
210
Class number:
40581
Meeting time:
-
Location:
Online: Async
Spring 2023-2024
Section:
901
Class number:
32933
Meeting time:
M
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
Section:
920
Class number:
33023
Meeting time:
-
Location:
Online: Async
Winter 2023-2024
Section:
801
Class number:
22958
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01217
at
Loop Campus
Section:
802
Class number:
26305
Meeting time:
Th
5:45PM
-
9:00PM
Location:
LEWIS 01509
at
Loop Campus
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)
Instructor:
Alvin Chin
Section:
230
Class number:
43108
Meeting time:
TuTh
5:45PM
-
9:00PM
Location:
Online: Sync
Instructor:
Alvin Chin
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
Instructor:
Alvin Chin
Section:
210
Class number:
40092
Meeting time:
-
Location:
Online: Async (Sync-Option)
Instructor:
Alvin Chin
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