STAT 207

Fall 2024 Part of Term 1

Part of Term 1
Aug 26-Dec 11

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 fall 2024
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
75450	Laboratory-Discussion	ADA	11:00AM -12:20PM	W	Mumford Hall	Mohammadi, M	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
75451	Laboratory-Discussion	ADB	12:30PM -1:50PM	W	Mumford Hall	Mohammadi, M	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
75452	Laboratory-Discussion	ADC	2:00PM -3:20PM	W	Davenport Hall	Tang, T	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
75453	Laboratory-Discussion	ADD	9:30AM -10:50AM	W	Gregory Hall	Liu, H	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
78202	Laboratory-Discussion	ADE	9:30AM -10:50AM	W	Noyes Laboratory	Ghoshal, D	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
78203	Laboratory-Discussion	ADF	11:00AM -12:20PM	W	Davenport Hall	Ghoshal, D	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
78204	Laboratory-Discussion	ADG	12:30PM -1:50PM	W	Sidney Lu Mech Engr Bldg	Tang, T	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
78205	Laboratory-Discussion	ADH	2:00PM -3:20PM	W	Armory	Zhang, Z	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79533	Laboratory-Discussion	ADI	11:00AM -12:20PM	W	Literatures, Cultures, & Ling	Yang, J	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79534	Laboratory-Discussion	ADJ	12:30PM -1:50PM	W	David Kinley Hall	Zhang, Z	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79536	Laboratory-Discussion	ADK	2:00PM -3:20PM	W	Psychology Building	Liu, H	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79537	Laboratory-Discussion	ADL	11:00AM -12:20PM	W	Armory	Thomas, M	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79538	Laboratory-Discussion	ADM	12:30PM -1:50PM	W	Armory	Thomas, M	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79539	Laboratory-Discussion	ADN	2:00PM -3:20PM	W	Armory	Maddox, K	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79540	Laboratory-Discussion	ADO	3:30PM -4:50PM	W	Armory	Maddox, K	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
79541	Laboratory-Discussion	ADP	12:30PM -1:50PM	W	David Kinley Hall	Yang, J	Part of Term: 1 Date Range: 08/26/24-12/11/24 Degree Notes: Quantitative Reasoning II course.
75284	Lecture	AL1	12:30PM -1:50PM	TR	Campus Instructional Facility	Deeke, J	Part of Term: 1 Date Range: 08/26/24-12/11/24 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	Campus Instructional Facility	Deeke, J	Part of Term: 1 Date Range: 08/26/24-12/11/24 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.