STAT 207

Spring 2026 All Classes

All Classes

Data Science Exploration

SHOW FINAL EXAM SCHEDULE

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.

This course satisfies the General Education Criteria in Fall 2022 for:

Quantitative Reasoning II

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STAT 207 class schedule data for spring 2026
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
74812	Laboratory-Discussion	A10	12:30PM -1:50PM	F	3038 Campus Instructional Facility	Ju, H	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74813	Laboratory-Discussion	A11	9:30AM -10:50AM	F	2018 Campus Instructional Facility	Zhang, A	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74814	Laboratory-Discussion	A12	11:00AM -12:20PM	F	2018 Campus Instructional Facility	Han, E	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74815	Laboratory-Discussion	A13	2:00PM -3:20PM	F	1047 Sidney Lu Mech Engr Bldg	Zhang, A	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74816	Laboratory-Discussion	A14	12:30PM -1:50PM	F	1047 Sidney Lu Mech Engr Bldg	Han, E	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
77227	Laboratory-Discussion	A15	2:00PM -3:20PM	F	3117 Everitt Laboratory	Zhu, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.
77228	Laboratory-Discussion	A16	3:30PM -4:50PM	F	3117 Everitt Laboratory	Zhu, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.
72077	Laboratory-Discussion	AD1	11:00AM -12:20PM	W	3038 Campus Instructional Facility	Hui, L	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72078	Laboratory-Discussion	AD2	12:30PM -1:50PM	W	3038 Campus Instructional Facility	Hui, L	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72083	Laboratory-Discussion	AD3	2:00PM -3:20PM	W	3038 Campus Instructional Facility	Cheng, Y	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72084	Laboratory-Discussion	AD4	3:30PM -4:50PM	W	3038 Campus Instructional Facility	Cheng, Y	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74809	Laboratory-Discussion	AD5	11:00AM -12:20PM	W	2018 Campus Instructional Facility	Lomasov, I	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74810	Laboratory-Discussion	AD6	12:30PM -1:50PM	W	2018 Campus Instructional Facility	Lomasov, I	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
77225	Laboratory-Discussion	AD7	2:00PM -3:20PM	W	3018 Campus Instructional Facility	Hu, K	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.
77226	Laboratory-Discussion	AD8	3:30PM -4:50PM	W	3018 Campus Instructional Facility	Hu, K	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.
74811	Laboratory-Discussion	AD9	11:00AM -12:20PM	F	3038 Campus Instructional Facility	Ju, H	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72076	Lecture	AL1	2:00PM -3:20PM	TR	141 Wohlers Hall	Clement, K Deeke, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: For Statistics course registration information: go.illinois.edu/StatisticsRegistration. Restriction(s): Restricted to Undergrad - Urbana-Champaign.
72079	Lecture	AL2	2:00PM -3:20PM	TR	141 Wohlers Hall	Clement, K Deeke, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course. Section Info: For Statistics course registration information: go.illinois.edu/StatisticsRegistration. Restriction(s): Restricted to Undergrad - Urbana-Champaign.
77673	Lecture	AL3	12:30PM -1:50PM	TR	114 David Kinley Hall	Clement, K Deeke, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.
77674	Lecture	AL4	12:30PM -1:50PM	TR	114 David Kinley Hall	Clement, K Deeke, J	Part of Term: 1 Date Range: 01/20/26-05/06/26 Degree Notes: Quantitative Reasoning II course.