STAT 207

Fall 2022 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 2022
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
75284	Lecture	AL1	11:00AM -12:20PM	TR	101 Transportation Building	Ellison, T	Part of Term: 1 Date Range: 08/22/22-12/07/22 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
75283	Lecture	AL2	12:30PM -1:50PM	TR	101 Transportation Building	Ellison, T	Part of Term: 1 Date Range: 08/22/22-12/07/22 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 -12:50PM	W	3038 Campus Instructional Facility	Yan, J	Part of Term: 1 Date Range: 08/22/22-12/07/22 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for one lecture (AL1 or AL2).
75451	Laboratory-Discussion	AYB	1:00PM -2:50PM	W	3038 Campus Instructional Facility	Deklerk, J	Part of Term: 1 Date Range: 08/22/22-12/07/22 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for one lecture (AL1 or AL2).
75452	Laboratory-Discussion	AYC	3:00PM -4:50PM	W	3038 Campus Instructional Facility	Deklerk, J	Part of Term: 1 Date Range: 08/22/22-12/07/22 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for one lecture (AL1 or AL2).
75453	Laboratory-Discussion	AYD	9:00AM -10:50AM	W	2018 Campus Instructional Facility	Yan, J	Part of Term: 1 Date Range: 08/22/22-12/07/22 Degree Notes: Quantitative Reasoning II course. Section Info: Students in this section will also need to register for one lecture (AL1 or AL2).