CS 498

Spring 2017 Part of Term 1

Part of Term 1
Jan 17-May 3

Special Topics

SHOW FINAL EXAM SCHEDULE

Credit: 0 TO 4 hours.

Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites.

1 to 4 undergraduate hours. 1 to 4 graduate hours. May be repeated in the same or separate terms if topics vary.

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CS 498 class schedule data for spring 2017
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
61698	Laboratory	AB1	9:00AM -10:50AM	F	Siebel Center for Comp Sci	Campbell, R	Part of Term: 1 Date Range: 01/17/17-05/03/17 Section Title: Digital Forensics II Section Info: This lab section will meet in 0222 Siebel Center
65904	Laboratory	AB2	11:00AM -12:50PM	F	Siebel Center for Comp Sci		Part of Term: 1 Date Range: 01/17/17-05/03/17 Section Title: Digital Forensics II
61697	Lecture	AL1	9:00AM -9:50AM	MW	Siebel Center for Comp Sci	Campbell, R Bambenek, J	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 4 hours Section Title: Digital Forensics II Section Info: This is a course for graduate students and advanced undergraduates wanting to develop greater depth and breadth in digital forensics and assumes a basic knowledge of the material covered in Digital Forensics I. Topics include standards of evidence, investigatory procedures, forms of investigation, legal procedures, reasoning about evidence, psychology of cyber crime, anti-forensics, multimedia forensics, computer forensics, web browser forensics, embedded systems forensics, network forensics, cloud forensics, applications forensics, and fraud examination. It introduces known barriers and open challenges in the field. Prerequisite: Completion of Digital Forensics I or special permission granted by the instructor.
66289	Lecture	AM1	ARRANGED	n.a.	Location Pending	Forsyth, D	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 3 hours Section Title: Applied Machine Learning Section Info: Students registered in this section will watch the regular CS 498 AML lecture, online. This is an overflow accommodation for the course. Students in this section will turn in homework with the regular section of CS 498 AML.
65685	Lecture	AML	1:00PM -2:15PM	WF	Siebel Center for Comp Sci	Forsyth, D	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 3 hours Section Title: Applied Machine Learning Section Info: Techniques of machine learning, with applications to various signal problems. Techniques covered will be: regression including linear regression, multiple regression, regression forests and nearest neighbors regression; classification with various methods including logistic regression, support vector machines, nearest neighbors, simple boosting and decision forests; clustering with various methods including basic agglomerative clustering and k-means; resampling methods, including cross-validation and the bootstrap; model selection methods, including AIC, stepwise selection and the lasso; hidden Markov models; model estimation in the presence of missing variables; and neural networks, including deep networks. The course is intended to support students who wish to apply machine learning methods,and will focus on tool-oriented and problem-oriented exposition. Application areas include computer vision, natural language, interpreting accelerometer data, and understanding audio data. Prereq: A course in probability or statistics, a course in linear algebra, and some programming experience
61859	Lecture	DL1	4:00PM -5:15PM	MW	Siebel Center for Comp Sci	Erickson, J	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 4 hours Section Title: Theory II Section Info: This course is a second algorithms course intended for students who have taken CS 374 or previously CS 498 section BL1.
65868	Online	DSO	ARRANGED	n.a.	n.a.	Campbell, R Farivar, R	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 4 hours Section Title: Cloud Computing Applications Section Info: This course is only for students that are in the Computer Science MCS-DC Program. Additional Coursera ID verification and ProctorU fees may apply. Restriction(s): Restricted to MCS:Computer Sci Online -UIUC.
43751	Lecture-Discussion	MP3	9:30AM -10:45AM	TR	Siebel Center for Comp Sci	Parthasarathy, M	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 3 hours Section Title: Logic Section Info: Topic: Logic
55504	Lecture	MS3	9:30AM -10:50AM	F	Siebel Center for Comp Sci	Snir, M	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 3 hours Section Title: Parallel Algorithms Section Info: Topic: The course will survey the algorithmic foundations of parallel computing. This includes basic parallel programming models; operation and communication complexity; basic parallel algorithms for linear algebra, FFT, sorting and graph algorithms; networks and routing. Restrictions: Restricted to Computer Science major(s). Restricted to students with Senior or Graduate class standing. Prerequisite: CS 374 Restriction(s): Restricted to students with Sophomore, Junior, Senior, or Graduate class standing.
55505	Lecture	MS4	9:30AM -10:50AM	F	Siebel Center for Comp Sci	Snir, M	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 4 hours Section Title: Parallel Algorithms Section Info: Topic: The course will survey the algorithmic foundations of parallel computing. This includes basic parallel programming models; operation and communication complexity; basic parallel algorithms for linear algebra, FFT, sorting and graph algorithms; networks and routing. Restrictions: Restricted to Computer Science major(s). Restricted to students with Senior or Graduate class standing. Prerequisite: CS 374 Restriction(s): Restricted to Computer Science or Electrical & Computer Engr major(s). Restricted to Graduate - Urbana-Champaign.
65864	Online	ONL	ARRANGED	n.a.	n.a.	Forsyth, D	Part of Term: 1 Date Range: 01/17/17-05/03/17 Section Title: Applied Machine Learning Section Info: Restricted to online non-degree, online MCS, online MSAE, online MSME, and online MSCE students. For more details on this course section, please see http://engineering.illinois.edu/online/courses/. Restriction(s): Restricted to MS: Civil Engr - Online - UIUC, MCS:Computer Sci Online -UIUC, MS:Mechanical Engineerng -UIUC, MS: Aerospace Engr-Online-UIUC, NDEG:Grad Nondegree-CE-UIUC, or NDEG:Undergrad Nondeg-CE-UIUC.
50232	Lecture	SL3	4:00PM -5:15PM	MW	Digital Computer Laboratory	Lavalle, S	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 3 hours Section Title: Virtual Reality
50234	Lecture	SL4	4:00PM -5:15PM	MW	Digital Computer Laboratory	Lavalle, S	Part of Term: 1 Date Range: 01/17/17-05/03/17 Credit: 4 hours Section Title: Virtual Reality Restriction(s): Restricted to Graduate - Urbana-Champaign.