INFO 2950
Last Updated
- Schedule of Classes - January 15, 2024 7:50PM EST
- Course Catalog - January 15, 2024 7:28PM EST
Classes
INFO 2950
Course Description
Course information provided by the Courses of Study 2023-2024.
INFO 2950 is an applied introductory course on the foundations of data science, focusing on using data to identify patterns, evaluating the strength and significance of relationships, and generating predictions using data. Topics covered include the core principles of statistical programming (such as data frames, Python/R packages, reproducible workflows, and version control), univariate and multivariate statistical analysis of small and medium-size datasets, regression methods, hypothesis testing, probability models, basic supervised and unsupervised machine learning, data visualization, and network analysis. Students will learn how to use data to make effective arguments in a way that promotes the ethical usage of data. Students who complete the course will be able to produce meaningful, data-driven analyses of real-world problems and will be prepared to begin more advanced work in data-intensive domains.
When Offered Fall.
Prerequisites/Corequisites Prerequisite: MATH 1710 or equivalent, CS 1110 or CS 1112, or permission of instructor.
Distribution Category (MQR-AS, SDS-AS)
Comments Information Science majors must complete this class prior to their senior year.
Regular Academic Session. Choose one lecture and one discussion.
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Credits and Grading Basis
4 Credits Graded(Letter grades only)
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Class Number & Section Details
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Meeting Pattern
- MW Ives Hall 305
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 312
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Snee Hall Geological Sci 1120
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Phillips Hall 403
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 362
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Snee Hall Geological Sci 1150
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 368
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 312
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Phillips Hall 213
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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Class Number & Section Details
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Meeting Pattern
- F Hollister Hall 314
- Aug 21 - Dec 4, 2023
Instructors
Koenecke, A
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Additional Information
Instruction Mode: In Person
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