STAT 207

Fall 2026 All Classes

All Classes

Data Science Exploration

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 2026
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
75450	Laboratory-Discussion	ADA	11:00AM -12:20PM	W	29 Psychology Building		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
75451	Laboratory-Discussion	ADB	3:30PM -4:50PM	W	301 Noyes Laboratory		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
75452	Laboratory-Discussion	ADC	3:30PM -4:50PM	T	2036 Campus Instructional Facility		Availability: Closed Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
75453	Laboratory-Discussion	ADD	9:30AM -10:50AM	W	37 Education Building		Availability: Closed Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
78203	Laboratory-Discussion	ADF	11:00AM -12:20PM	W	307 David Kinley Hall		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
78204	Laboratory-Discussion	ADG	3:30PM -4:50PM	W	119 English Building		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
78205	Laboratory-Discussion	ADH	2:00PM -3:20PM	T	1043 Sidney Lu Mech Engr Bldg		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79533	Laboratory-Discussion	ADI	11:00AM -12:20PM	W	301 Noyes Laboratory		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79534	Laboratory-Discussion	ADJ	12:30PM -1:50PM	W	215B David Kinley Hall		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79536	Laboratory-Discussion	ADK	2:00PM -3:20PM	T	69 English Building		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79538	Laboratory-Discussion	ADM	12:30PM -1:50PM	W	215 David Kinley Hall		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79539	Laboratory-Discussion	ADN	2:00PM -3:20PM	W	1027 Lincoln Hall		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79540	Laboratory-Discussion	ADO	2:00PM -3:20PM	W	301 Noyes Laboratory		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
79541	Laboratory-Discussion	ADP	12:30PM -1:50PM	W	301 Noyes Laboratory		Availability: Open Part of Term: 1 Date Range: 08/24/26-12/09/26 Degree Notes: Quantitative Reasoning II course.
75283	Lecture	AL1	11:00AM -12:20PM	TR	3039 Campus Instructional Facility	Clement, K	Availability: Open (Restricted) Part of Term: 1 Date Range: 08/24/26-12/09/26 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. Not intended for First Time Freshman students.
75284	Lecture	AL2	12:30PM -1:50PM	TR	1404 Siebel Center for Comp Sci	Clement, K	Availability: Open (Restricted) Part of Term: 1 Date Range: 08/24/26-12/09/26 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. Not intended for First Time Freshman students.