STAT 207

Fall 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.

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

Quantitative Reasoning II

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STAT 207 class schedule data for fall 2025
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
75450	Laboratory-Discussion	ADA	11:00AM -12:20PM	W	1304 Siebel Center for Comp Sci	Ghoshal, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
75451	Laboratory-Discussion	ADB	12:30PM -1:50PM	W	156 Henry Administration Bldg	Santra, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
75452	Laboratory-Discussion	ADC	2:00PM -3:20PM	W	136 Armory	Lomasov, I	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
75453	Laboratory-Discussion	ADD	9:30AM -10:50AM	W	162 Education Building	Hui, L	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
78202	Laboratory-Discussion	ADE	9:30AM -10:50AM	W	312 David Kinley Hall	Thanvi, A	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
78203	Laboratory-Discussion	ADF	11:00AM -12:20PM	W	2200 Sidney Lu Mech Engr Bldg	Jia, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
78204	Laboratory-Discussion	ADG	12:30PM -1:50PM	W	313 Mumford Hall	Hui, L	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
78205	Laboratory-Discussion	ADH	2:00PM -3:20PM	W	1027 Lincoln Hall	Kim, J	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79533	Laboratory-Discussion	ADI	11:00AM -12:20PM	W	1047 Sidney Lu Mech Engr Bldg	Santra, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79534	Laboratory-Discussion	ADJ	12:30PM -1:50PM	W	132 Davenport Hall	Jia, C	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79536	Laboratory-Discussion	ADK	2:00PM -3:20PM	W	136 Burrill Hall	Thanvi, A	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79537	Laboratory-Discussion	ADL	3:30PM -4:50PM	W	131 English Building	Ghoshal, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79538	Laboratory-Discussion	ADM	12:30PM -1:50PM	W	317 Gregory Hall	Lomasov, I	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79539	Laboratory-Discussion	ADN	2:00PM -3:20PM	W	209 David Kinley Hall	Cheng, Y	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79540	Laboratory-Discussion	ADO	3:30PM -4:50PM	W	1027 Lincoln Hall	Kim, J	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
79541	Laboratory-Discussion	ADP	12:30PM -1:50PM	W	325 David Kinley Hall	Cheng, Y	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course.
75284	Lecture	AL1	9:30AM -10:50AM	TR	1320 Digital Computer Laboratory	Deeke, J	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course. Section Info: For up-to-date information about statistics course registration, please see our registration update pages: go.illinois.edu/StatisticsRegistration Restriction(s): Restricted to Undergrad - Urbana-Champaign.
75283	Lecture	AL2	11:00AM -12:20PM	TR	3039 Campus Instructional Facility	Deeke, J	Part of Term: 1 Date Range: 08/25/25-12/10/25 Degree Notes: Quantitative Reasoning II course. Section Info: For up-to-date information about statistics course registration, please see our registration update pages: go.illinois.edu/StatisticsRegistration Restriction(s): Restricted to Undergrad - Urbana-Champaign.