STAT 207

Spring 2025 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 or consent of instructor.

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 2025
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
72077	Laboratory-Discussion	AD1	11:00AM -12:20PM	W	3217 Everitt Laboratory	Zhang, K	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	3217 Everitt Laboratory	Zhang, K	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	125 David Kinley Hall	Lomasov, I	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	125 David Kinley Hall	Lomasov, I	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	Thomas, M	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	311 Gregory Hall	Yang, J	Part of Term: 1 Date Range: 01/21/25-05/07/25 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	143 Armory	Thomas, M	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course.
77226	Laboratory-Discussion	AD8	3:30PM -4:50PM	W	143 Armory	Yang, J	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course.
72076	Lecture	AL1	2:00PM -3:20PM	TR	141 Wohlers Hall	Deeke, J	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students registering for this lecture are required to also register for one lab section. Lab sections are held in regular classrooms, requiring students to bring their own laptop. Students enrolled in the AL1 lecture section should be registered for an AD lab section. Students enrolled in the BL1 lecture should be registered for a BD lab section. For Statistics course registration information: go.illinois.edu/StatisticsRegistration. Restriction(s): Restricted to Undergrad - Urbana-Champaign.
74811	Laboratory-Discussion	BD1	11:00AM -12:20PM	T	429 Armory	Li, Y	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74812	Laboratory-Discussion	BD2	12:30PM -1:50PM	T	429 Armory	Li, Y	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74813	Laboratory-Discussion	BD3	9:30AM -10:50AM	T	2078 Natural History Building	Kim, J	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74814	Laboratory-Discussion	BD4	11:00AM -12:20PM	T	2078 Natural History Building	Maddox, K	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74815	Laboratory-Discussion	BD5	11:00AM -12:20PM	T	W115 Turner Hall	Tang, T	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74816	Laboratory-Discussion	BD6	12:30PM -1:50PM	T	207 Psychology Building	Maddox, K	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
77227	Laboratory-Discussion	BD7	2:00PM -3:20PM	T	103 Bevier Hall	Tang, T	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course.
77228	Laboratory-Discussion	BD8	3:30PM -4:50PM	T	137 Armory	Kim, J	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course.
72079	Online	BL1	2:00PM -2:50PM	MWF	n.a.	Ellison, T	Part of Term: 1 Date Range: 01/21/25-05/07/25 Degree Notes: Quantitative Reasoning II course. Section Info: Students registering for this lecture are required to also register for one lab section. Lab sections are held in regular classrooms, requiring students to bring their own laptop. Students enrolled in the AL1 lecture section should be registered for an AD lab section. Students enrolled in the BL1 lecture should be registered for a BD lab section. For Statistics course registration information: go.illinois.edu/StatisticsRegistration. Restriction(s): Restricted to Undergrad - Urbana-Champaign.