CS 446

Spring 2019 All Classes

All Classes

Machine Learning

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Credit: 3 OR 4 hours.

Theory and basic techniques in machine learning. Major theoretical paradigms and key concepts developed in machine learning in the context of applications such as natural language and text processing, computer vision, data mining, adaptive computer systems and others. Review of several supervised and unsupervised learning approaches: methods for learning linear representations; on-line learning, Bayesian methods; decision-trees; features and kernels; clustering and dimensionality reduction.

3 undergraduate hours. 3 or 4 graduate hours. Prerequisite: CS 373 and CS 440.

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CS 446 class schedule data for spring 2019
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
69727	Online	ONC	ARRANGED	n.a.	n.a.	Telgarsky, M	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 4 hours Restriction(s): Restricted to Computer Science major(s). Restricted to Graduate - Urbana-Champaign. Not intended for MCS:Computer Sci Online -UIUC.
62698	Online	ONL	ARRANGED	n.a.	n.a.	Telgarsky, M	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 4 hours Section Info: Center for Innovation in Teaching & Learning (CITL) restrictions and assessments apply, see http://citl.illinois.edu. Restricted to Engineering graduate students. Center for Innovation in Teaching & Learning (CITL) restrictions and assessments apply, see http://www.citl.illinois.edu. For more details on this course section, please see http://engineering.illinois.edu/online/courses/. Restriction(s): Restricted to MCS:Computer Sci Online -UIUC.
31421	Lecture-Discussion	P3	6:00PM -7:15PM	TR	1002 Electrical & Computer Eng Bldg	Schwing, A	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 3 hours
39433	Lecture-Discussion	P4	6:00PM -7:15PM	TR	1002 Electrical & Computer Eng Bldg	Schwing, A	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 4 hours Restriction(s): Restricted to Graduate - Urbana-Champaign.
68039	Lecture-Discussion	R3	3:30PM -4:45PM	TR	0216 Siebel Center for Comp Sci	Telgarsky, M	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 3 hours
68040	Lecture-Discussion	R4	3:30PM -4:45PM	TR	0216 Siebel Center for Comp Sci	Telgarsky, M	Part of Term: 1 Date Range: 01/14/19-05/01/19 Credit: 4 hours Restriction(s): Restricted to Graduate - Urbana-Champaign.