IS 507

Spring 2023 All Classes

All Classes

Data, Statistical Models and Information

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Credit: 4 hours.

An introduction to statistical and probabilistic models as they pertain to quantifying information, assessing information quality, and principled application of information to decision making, with focus on model selection and gauging model quality. The course reviews relevant results from probability theory, parametric and non-parametric predictive models, as well as extensions of these models for unsupervised learning. Applications of statistical and probabilistic models to tasks in information management (e.g. prediction, ranking, and data reduction) are emphasized.

4 graduate hours. No professional credit. Prerequisite: Graduate standing.

This course satisfies the General Education Criteria in Fall 2022 for:

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IS 507 class schedule data for spring 2023
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	67791	Lecture-Discussion	A	4:00PM -6:50PM	M	Grad Sch of Lib & Info Science	Besser, S	Part of Term: 1 Date Range: 01/17/23-05/03/23 Degree Notes: ONL Info Science rate course. Section Info: This is a required core course for MS/IM students. Graduate student questions may be sent to msim-advising@illinois.edu. Restriction(s): Restricted to Graduate - Urbana-Champaign. Restricted to MS:Library & Infor Sci -UIUC, PHD:Library & Infor Sci -UIUC, PHD: Informatics - UIUC, PHD:Information Sciences -UIUC, MS:Information Management-UIUC, or MS: Information Mgt Onl -UIUC.
	72578	Lecture-Discussion	B	12:30PM -3:20PM	T	Grad Sch of Lib & Info Science	Torvik, V	Part of Term: 1 Date Range: 01/17/23-05/03/23 Degree Notes: ONL Info Science rate course. Section Info: This is a required core course for MS/IM students. Graduate student questions may be sent to msim-advising@illinois.edu. Restriction(s): Restricted to Graduate - Urbana-Champaign. Restricted to MS:Library & Infor Sci -UIUC, PHD:Library & Infor Sci -UIUC, PHD: Informatics - UIUC, PHD:Information Sciences -UIUC, MS:Information Management-UIUC, or MS: Information Mgt Onl -UIUC.