STAT 207

Fall 2023 All Classes

All Classes

Data Science Exploration

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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 fall 2023
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
75284	Online	AL1	11:00AM -12:20PM	TR	n.a.	Ellison, T	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this course will need to register for one lecture (AL section) and one lab (AY section). For up-to-date information about statistics course registration, please see our registration update pages: go.illinois.edu/StatisticsRegistration
75450	Laboratory-Discussion	AYA	11:00AM -12:20PM	W	428 Armory	Yang, J	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the AL1 lecture.
75451	Laboratory-Discussion	AYB	1:00PM -2:20PM	W	428 Armory	Wu, D	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the AL1 lecture.
75452	Laboratory-Discussion	AYC	3:00PM -4:20PM	W	428 Armory	Wu, D	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the AL1 lecture.
75453	Laboratory-Discussion	AYD	9:00AM -10:20AM	W	428 Armory	Yang, J	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the AL1 lecture.
75283	Lecture	DL1	12:30PM -1:50PM	TR	1024 Chemistry Annex	Deeke, J	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this course will need to register for one lecture (DL section) and one lab (DY section). For up-to-date information about statistics course registration, please see our registration update pages: go.illinois.edu/StatisticsRegistration
78202	Laboratory-Discussion	DYA	9:00AM -10:20AM	W	209 Huff Hall	Liu, Y	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the DL1 lecture.
78203	Laboratory-Discussion	DYB	11:00AM -12:20PM	W	209 Huff Hall	Liu, Y	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the DL1 lecture.
78204	Laboratory-Discussion	DYC	1:00PM -2:20PM	W	209 Huff Hall	Zhang, K	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the DL1 lecture.
78205	Laboratory-Discussion	DYD	3:00PM -4:20PM	W	209 Huff Hall	Zhang, K	Part of Term: 1 Date Range: 08/21/23-12/06/23 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for the DL1 lecture.