IS 542

Fall 2019 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 542 class schedule data for fall 2019
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
68856	Lecture-Discussion	A	9:30AM -12:20PM	T	Grad Sch of Lib & Info Science	Torvik, V Jiang, X Jiao, C	Part of Term: 1 Date Range: 08/26/19-12/11/19 Degree Notes: ONL Info Science rate course. Section Info: This is a required course for the MSIM degree. Restriction(s): Restricted to students in the Information Sciences department.
70330	Online	AO	5:30PM -7:30PM	R	n.a.	Naiman, J	Part of Term: 1 Date Range: 08/26/19-12/11/19 Degree Notes: ONL Info Science rate course. Section Info: This is a required course of the MSIM Degree. Restriction(s): Restricted to MS:Information Management-UIUC or MS: Information Mgt Onl -UIUC. Restricted to students in the Information Sciences department.
68916	Lecture-Discussion	B	1:00PM -3:50PM	T	Grad Sch of Lib & Info Science	Underwood, W Yang, P	Part of Term: 1 Date Range: 08/26/19-12/11/19 Degree Notes: ONL Info Science rate course. Section Info: This is a required course of the MSIM Degree. Restriction(s): Restricted to Graduate - Urbana-Champaign. Restricted to students in the Information Sciences department.
70384	Lecture-Discussion	C	9:00AM -11:50AM	T	Grad Sch of Lib & Info Science	Bosch, N	Part of Term: 1 Date Range: 08/26/19-12/11/19 Degree Notes: ONL Info Science rate course. Section Info: This is a required course of the MSIM Degree. Restriction(s): Restricted to Graduate - Urbana-Champaign. Restricted to students in the Information Sciences department.