STAT 207
Fall 2024 All Classes
All Classes
Credit: 4 hours.
Explores the data science pipeline from hypothesis formulation, to data collection and management, to analysis and reporting. Topics include data collection, preprocessing and checking for missing data, data summary and visualization, random sampling and probability models, estimating parameters, uncertainty quantification, hypothesis testing, multiple linear and logistic regression modeling, classification, and machine learning approaches for high dimensional data analysis. Students will learn how to implement the methods using Python programming and Git version control.
Prerequisite: STAT 107 or consent of instructor.
This course satisfies the General Education Criteria in
Fall 2022 for:
Quantitative Reasoning II
Section Status updates every 10 minutes.
| CRN | Type | Section | Time | Day | Location | Instructor | Section Details | |
|---|---|---|---|---|---|---|---|---|
|
75450
|
Laboratory-Discussion
|
ADA
|
11:00AM
-12:20PM
|
W
|
320 Mumford Hall
|
Mohammadi, M
|
|
|
|
75451
|
Laboratory-Discussion
|
ADB
|
12:30PM
-1:50PM
|
W
|
320 Mumford Hall
|
Mohammadi, M
|
|
|
|
75452
|
Laboratory-Discussion
|
ADC
|
2:00PM
-3:20PM
|
W
|
312 Davenport Hall
|
Tang, T
|
|
|
|
75453
|
Laboratory-Discussion
|
ADD
|
9:30AM
-10:50AM
|
W
|
219 Gregory Hall
|
Liu, H
|
|
|
|
78202
|
Laboratory-Discussion
|
ADE
|
9:30AM
-10:50AM
|
W
|
301 Noyes Laboratory
|
Ghoshal, D
|
|
|
|
78203
|
Laboratory-Discussion
|
ADF
|
11:00AM
-12:20PM
|
W
|
312 Davenport Hall
|
Ghoshal, D
|
|
|
|
78204
|
Laboratory-Discussion
|
ADG
|
12:30PM
-1:50PM
|
W
|
1047 Sidney Lu Mech Engr Bldg
|
Tang, T
|
|
|
|
78205
|
Laboratory-Discussion
|
ADH
|
2:00PM
-3:20PM
|
W
|
136 Armory
|
Zhang, Z
|
|
|
|
79533
|
Laboratory-Discussion
|
ADI
|
11:00AM
-12:20PM
|
W
|
G24 Literatures, Cultures, & Ling
|
Yang, J
|
|
|
|
79534
|
Laboratory-Discussion
|
ADJ
|
12:30PM
-1:50PM
|
W
|
108 David Kinley Hall
|
Zhang, Z
|
|
|
|
79536
|
Laboratory-Discussion
|
ADK
|
2:00PM
-3:20PM
|
W
|
11 Psychology Building
|
Liu, H
|
|
|
|
79537
|
Laboratory-Discussion
|
ADL
|
11:00AM
-12:20PM
|
W
|
428 Armory
|
Thomas, M
|
|
|
|
79538
|
Laboratory-Discussion
|
ADM
|
12:30PM
-1:50PM
|
W
|
144 Armory
|
Thomas, M
|
|
|
|
79539
|
Laboratory-Discussion
|
ADN
|
2:00PM
-3:20PM
|
W
|
144 Armory
|
Maddox, K
|
|
|
|
79540
|
Laboratory-Discussion
|
ADO
|
3:30PM
-4:50PM
|
W
|
144 Armory
|
Maddox, K
|
|
|
|
79541
|
Laboratory-Discussion
|
ADP
|
12:30PM
-1:50PM
|
W
|
223 David Kinley Hall
|
Yang, J
|
|
|
|
75284
|
Lecture
|
AL1
|
12:30PM
-1:50PM
|
TR
|
0035 Campus Instructional Facility
|
Deeke, J
|
|
|
|
75283
|
Lecture
|
AL2
|
11:00AM
-12:20PM
|
TR
|
3039 Campus Instructional Facility
|
Deeke, J
|
|