STAT 207

Spring 2024 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 2024
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
72077	Laboratory-Discussion	JD1	9:30AM -10:50AM	R	3217 Everitt Laboratory	Maddox, K	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72078	Laboratory-Discussion	JD2	11:00AM -12:20PM	R	106B3 Engineering Hall	Liu, Y	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72083	Laboratory-Discussion	JD3	12:30PM -1:50PM	R	3217 Everitt Laboratory	Liu, Y	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72084	Laboratory-Discussion	JD4	2:00PM -3:20PM	R	130 Wohlers Hall	Nielsen, C	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74809	Laboratory-Discussion	JD5	3:00PM -4:20PM	R	215B David Kinley Hall	Maddox, K	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74810	Laboratory-Discussion	JD6	4:00PM -5:20PM	R	206 David Kinley Hall	Nielsen, C	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
72076	Lecture	L1	10:00AM -10:50AM	MWF	66 Library	Deeke, J	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students registering for this lecture (L1) are required to also register for one lab section (JD1-JD6). Lab sections are held in regular classrooms, requiring students to bring their own laptop. For Statistics course registration information: go.illinois.edu/StatisticsRegistration.
72079	Online	L2	2:00PM -3:20PM	TR	n.a.	Ellison, T	Part of Term: 1 Date Range: 01/16/24-05/01/24 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. For Statistics course registration information: go.illinois.edu/StatisticsRegistration.
74811	Laboratory-Discussion	TE1	11:00AM -12:20PM	W	4101 Materials Science & Eng Bld	Yang, J	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74812	Laboratory-Discussion	TE2	12:30PM -1:50PM	W	430 Armory	Wu, D	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74813	Laboratory-Discussion	TE3	9:30AM -10:50AM	W	430 Armory	Kim, D	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74814	Laboratory-Discussion	TE4	3:00PM -4:20PM	W	1024 Lincoln Hall	Yang, J	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74815	Laboratory-Discussion	TE5	11:00AM -12:20PM	W	430 Armory	Wu, D	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.
74816	Laboratory-Discussion	TE6	2:00PM -3:20PM	W	143 Armory	Kim, D	Part of Term: 1 Date Range: 01/16/24-05/01/24 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section are expected to bring their own laptop to class.