DSC
441:
Fundamentals of Data Science (Formerly IS 467)
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 DSC 423
Fall 2019-2020
Section:
701
Class number:
12990
Meeting time:
Th
5:45PM
-
9:00PM
Location:
CDM 00218
at
Loop Campus
Instructor:
N/A
Section:
702
Class number:
12991
Meeting time:
W
5:45PM
-
9:00PM
Location:
LEWIS 01507
at
Loop Campus
Instructor:
N/A
Section:
710
Class number:
12992
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Instructor:
N/A
Section:
711
Class number:
12993
Meeting time:
-
Location:
ONLIN E0000
at
Online Campus
Instructor:
N/A
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
CLOSED
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