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Schedule of Classes

Fall 2013

Class offerings as of : AUGUST 02, 2013

Computer Engr & Computer Sci - (CECS)

Computer Engineering & Computer Science majors must maintain at least a 2.00 cumulative GPA in order to enroll in CECS courses.

CECS 100 - CRIT THINK IN DIGITAL INFO AGE

3 Units GE AREA: A3 - Foundation
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6219 1,269 SEM MW 2-2:50PM VEC-418 Nguyen P  
02 6220 1,269 LAB MW 3-4:15PM ECS-404 Nguyen P  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
11 6229 1,268 SEM TuTh 8-8:50AM VEC-418 Staff  
12 6230 1,268 LAB TuTh 9-10:15AM ECS-404 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
13 6468 1,268 SEM TuTh 11-11:50AM VEC-418 Staff  
14 6469 1,268 LAB TuTh 12-1:15PM ECS-404 Staff  
Group 4 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
15 6470 1,269 SEM TuTh 12:30-1:20PM VEC-418 Staff  
16 6471 1,269 LAB TuTh 1:30-2:45PM ECS-412 Staff  
Group 5 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
17 7297 1,268 SEM MW 4-4:50PM VEC-419 Staff  
18 7298 1,268 LAB MW 5-6:15PM ECS-412 Staff  
Group 6 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
19 7299 1,269 SEM MW 5:30-6:20PM VEC-418 Staff  
20 7300 1,269 LAB MW 6:30-7:45PM ECS-404 Staff  
Group 7 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
21 8296 1,269 SEM TuTh 5:30-6:20PM VEC-331 Staff  
22 8297 1,269 LAB TuTh 6:30-7:45PM ECS-404 Staff  
Group 8 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
23 10092 1,268 SEM TuTh 7-7:50PM ECS-308 Johnson T  
24 10093 1,268 LAB TuTh 8-9:15PM ECS-412 Johnson T  
Group 9 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
25 10094 1,300 SEM TBA TBA ONLINE-ONLY James K Class instruction is: Online Only.
26 10095 1,300 LAB TBA TBA ONLINE-ONLY James K Class instruction is: Online Only.
Group 10 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 6221 1,268 SEM MW 1-1:50PM ECS-308 Staff  
04 6222 1,268 LAB MW 2-3:15PM ECS-412 Staff  
Group 11 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 6223 1,269 SEM TuTh 2-2:50PM VEC-330 Staff  
06 6224 1,269 LAB TuTh 3-4:15PM ECS-412 Staff  
Group 12 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
07 6225 1,268 SEM MW 8-8:50AM
Yes
 VEC-417 Staff  
08 6226 1,268 LAB MW 9-10:15AM
Yes
 ECS-411 Staff  
Group 13 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
09 6227 1,268 SEM MW 12-12:50PM VEC-417 Staff  
10 6228 1,268 LAB MW 1-2:15PM ECS-404 Staff  
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CECS 110 - BEGINNING WEB DESIGN

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 4298 5 SEM MW 12-12:50PM
Yes
 ECS-407 Staff  
02 4299 5 LAB MW 1-2:15PM
Yes
 ECS-407 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 1329 5 SEM TuTh 3:30-4:20PM
Yes
 ECS-407 Staff  
04 3554 5 LAB TuTh 4:30-5:45PM
Yes
 ECS-407 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 6477 5 SEM TuTh 8-8:50AM
Yes
 ECS-407 Staff  
06 6478 5 LAB TuTh 9-10:15AM
Yes
 ECS-407 Staff  
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CECS 174 - INTRO PROG & PROBLEM SOLVING

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6473 1 SEM TuTh 8-8:50AM
Yes
 VEC-417 Staff  
02 6474 1 LAB TuTh 9-10:15AM
Yes
 ECS-403 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 6738 1 SEM TuTh 11-11:50AM VEC-402 Staff  
04 6739 1 LAB TuTh 12-1:15PM ECS-403 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 7153 1 SEM MW 7-7:50PM
Yes
 VEC-402 Staff  
06 7154 1 LAB MW 8-9:15PM
Yes
 ECS-411 Staff  
Group 4 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
07 7291 1 SEM MW 8-8:50AM
Yes
 VEC-418 Ngo R  
08 7292 1 LAB MW 9-10:15AM
Yes
 ECS-412 Ngo R  
Group 5 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
09 7344 1 SEM TuTh 2-2:50PM ECS-308 Konig V  
10 7345 1 LAB TuTh 3-4:15PM ECS-414 Konig V  
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CECS 200 - INTERMEDIATE WEB DESIGN

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 4300 1 SEM TuTh 12:30-1:20PM
Yes
 ECS-407 Staff  
02 4301 1 LAB TuTh 1:30-2:45PM
Yes
 ECS-407 Staff  
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CECS 201 - COMPUTER LOGIC DESIGN I

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
11 10098 1 SEM MW 1-1:50PM VEC-417 Ward B  
12 10099 1 LAB MW 2-3:15PM ECS-413 Ward B  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
13 10955 1 SEM F 1-2:50PM
Yes
 VEC-402 Staff  
14 10956 1 LAB F 3-5:45PM
Yes
 ECS-413 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 1330 1 SEM TuTh 5:30-6:20PM
Yes
 ECS-302 Staff  
04 3555 1 LAB TuTh 6:30-7:45PM
Yes
 ECS-413 Staff  
Group 4 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 7334 1 SEM MW 3-3:50PM VEC-402 Ward B  
06 7335 1 LAB MW 4-5:15PM ECS-413 Ward B  
Group 5 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
07 8411 1 SEM MW 8-8:50AM VEC-402 Staff  
08 8412 1 LAB MW 9-10:15AM ECS-413 Staff  
Group 6 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
09 8923 1 SEM TuTh 8-8:50AM ECS-302 He M  
10 8924 1 LAB TuTh 9-10:15AM ECS-413 He M  
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CECS 202 - DIGITAL INFORMATION AGE

3 Units GE AREA: B1bNL, E
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 4318 1 SEM MW 9:30-10:45AM
Yes
 VEC-330 Ward B  
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CECS 211 - PRIN OF COMPUTER ENGINEERING I

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5359 1 SEM TuTh 8-8:50AM VEC-419 Staff  
02 5360 1 LAB TuTh 9-10:15AM ECS-411 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 7194 1 SEM TuTh 3:30-4:20PM
Yes
 VEC-417 Johnson T  
04 7195 1 LAB TuTh 4:30-5:45PM ECS-411 Johnson T  
05 10999 1 LAB TuTh 6-7:15PM
Yes
 ECS-412 White D  
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CECS 228 - DISCRETE STRUC-COMPUTING APPL

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1331 1 SEM MW 11-11:50AM ECS-302 Staff  
02 3556 1 LAB MW 12-1:15PM ECS-204 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 1332 1 SEM TuTh 9:30-10:20AM VEC-518 Ebert T  
04 3557 1 LAB TuTh 10:30-11:45AM VEC-518 Ebert T  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 5363 1 SEM TuTh 2-2:50PM VEC-518 Lam S  
06 5364 1 LAB TuTh 3-4:15PM VEC-518 Lam S  
Group 4 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
07 8925 1 SEM MW 12-12:50PM VEC-331 Staff  
08 8926 1 LAB MW 1-2:15PM VEC-518 Staff  
Group 5 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
09 11014 1 SEM F 8-9:50AM
Yes
 ECS-302 Staff  
10 11015 1 LAB F 10-12:45PM
Yes
 ECS-403 Staff  
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CECS 262 - C FOR EMBEDDED PROGRAMMING

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 8437 1 SEM TuTh 12:30-1:20PM
Yes
 ECS-302 He M  
02 8438 1 LAB TuTh 1:30-2:45PM
Yes
 ECS-413 He M  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 10959 1 SEM MW 7-7:50PM
Yes
 VEC-518 Staff  
06 10960 1 LAB MW 8-9:15PM
Yes
 ECS-413 Staff  
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CECS 271 - INTRO TO NUMERICAL METHODS

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5218 1 SEM MW 8-8:50AM ECS-302 Chassiakos A  
02 5219 1 LAB MW 9-10:15AM ECS-404 Chassiakos A  
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CECS 274 - OBJ ORIENTED PROG & DATA STRUC

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1333 1 SEM MW 8-8:50AM
Yes
 ECS-308 Staff  
02 3558 1 LAB MW 9-10:15AM
Yes
 ECS-403 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 4982 1 SEM TuTh 9:30-10:20AM VEC-331 Staff  
04 4983 1 LAB TuTh 10:30-11:45AM ECS-412 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 6475 1 SEM TuTh 7-7:50PM
Yes
 VEC-402 Staff  
06 6476 1 LAB TuTh 8-9:15PM
Yes
 ECS-411 Staff  
Group 4 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
07 7293 1 SEM MW 3-3:50PM VEC-418 Staff  
08 7294 1 LAB MW 4-5:15PM ECS-414 Staff  
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CECS 277 - OBJ ORIENTED APPL DEVELOPMENT

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 3911 1 SEM TuTh 9:30-10:20AM
Yes
 VEC-330 Staff  
02 3912 1 LAB TuTh 10:30-11:45AM
Yes
 ECS-404 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 4319 1 SEM TuTh 12:30-1:20PM ECS-204 Staff  
04 4320 1 LAB TuTh 1:30-2:45PM ECS-404 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 10104 1 SEM MW 10-10:50AM VEC-418 Nguyen P  
06 10105 1 LAB MW 11-12:15PM ECS-404 Nguyen P  
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CECS 282 - C++ FOR JAVA PROGRAMMERS

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5765 1 SEM MW 5-5:50PM ECS-302 Ngo R  
02 5766 1 LAB MW 6-7:15PM ECS-416 Ngo R  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 6148 1 SEM TuTh 9:30-10:20AM VEC-417 Hoffman M  
04 6149 1 LAB TuTh 10:30-11:45AM ECS-416 Hoffman M  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 10639 1 SEM MW 7-7:50PM
Yes
 VEC-330 Gittleman A  
06 10640 1 LAB MW 8-9:15PM
Yes
 ECS-404 Gittleman A  
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CECS 285 - COMPUTER ORG & ASSEMBLY LANG

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5013 1 SEM TuTh 3:30-4:20PM ECS-302 He M  
02 5014 1 LAB TuTh 4:30-5:45PM ECS-413 He M  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 5502 1 SEM TuTh 9:30-10:20AM ECS-302 Allison R  
04 5503 1 LAB TuTh 10:30-11:45AM ECS-411 Allison R  
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CECS 301 - COMPUTER LOGIC DESIGN II

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1334 1 SEM TuTh 2-2:50PM
Yes
 VEC-402 Allison R  
02 3559 1 LAB TuTh 3-4:15PM
Yes
 ECS-411 Allison R  
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CECS 311 - PRIN OF COMPUTER ENGINEERNG II

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7048 1 SEM TuTh 11-11:50AM ECS-302 Staff  
02 7049 1 LAB TuTh 12-1:15PM ECS-411 Staff  
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CECS 323 - DATABASE FUNDAMENTALS

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1335 1 SEM TuTh 2-2:50PM ECS-302 Staff  
02 3560 1 LAB TuTh 3-4:15PM ECS-403 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 10113 1 SEM TuTh 9:30-10:20AM
Yes
 VEC-402 Monge A  
04 10114 1 LAB TuTh 10:30-11:45AM
Yes
 ECS-407 Monge A  
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CECS 326 - OPERATING SYSTEMS

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1336 1 SEM TuTh 7:30-8:20PM
Yes
 VEC-330 Staff  
02 3561 1 LAB TuTh 8:30-9:45PM
Yes
 ECS-416 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 1337 1 SEM TuTh 9:30-10:20AM VEC-419 Ngo R  
04 3562 1 LAB TuTh 10:30-11:45AM ECS-414 Ngo R  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 10115 1 SEM TuTh 5-5:50PM
Yes
 ECS-204 Staff  
06 10116 1 LAB TuTh 6-7:15PM
Yes
 ECS-416 Staff  
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CECS 327 - NET-CENTRIC COMPUTING

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5220 1 SEM TuTh 9:30-10:20AM ECS-308 Staff  
02 5221 1 LAB TuTh 10:30-11:45AM ECS-403 Staff  
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CECS 328 - DATA STRUCTURES AND ALGORITHMS

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1338 1 SEM MW 3-3:50PM ECS-308 Konig V  
02 3563 1 LAB MW 4-5:15PM ECS-416 Konig V  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 1339 1 SEM MW 10-10:50AM
Yes
 VEC-419 Goldstein D  
04 3564 1 LAB MW 11-12:15PM
Yes
 ECS-403 Goldstein D  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 10119 1 SEM TuTh 12:30-1:20PM
Yes
 VEC-518 Asgari S  
06 10120 1 LAB TuTh 1:30-2:45PM
Yes
 ECS-416 Asgari S  
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CECS 341 - COMPUTER ARCHITECT ORGANIZATIN

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5015 1 SEM TuTh 3:30-4:20PM
Yes
 ECS-308 Chelian M  
02 5016 1 LAB TuTh 4:30-5:45PM
Yes
 ECS-412 Chelian M  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 10121 1 SEM TuTh 12:30-1:20PM VEC-419 Johnson T  
04 10122 1 LAB TuTh 1:30-2:45PM ECS-403 Johnson T  
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CECS 343 - INTRO TO SOFTWARE ENGINEERING

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5017 1 SEM TuTh 5-5:50PM
Yes
 ECS-308 Hoffman M  
02 5018 1 LAB TuTh 6-7:15PM
Yes
 ECS-414 Hoffman M  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 5019 1 SEM MW 7-7:50PM VEC-418 Staff  
04 5020 1 LAB MW 8-9:15PM ECS-403 Staff  
Group 3 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 5900 1 SEM MW 1-1:50PM VEC-419 Staff  
06 5901 1 LAB MW 2-3:15PM ECS-403 Staff  
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CECS 346 - MICROPROCESSORS+CONTROLLERS I

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1340 1 SEM MW 12-12:50PM
Yes
 VEC-402 Staff  
02 3565 1 LAB MW 1-2:15PM ECS-411 Staff  
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CECS 347 - MICROPROCESSORS+CONTROLLERS II

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7946 1 SEM TuTh 12:30-1:20PM
Yes
 VEC-417 Staff  
02 7947 1 LAB TuTh 1:30-2:45PM
Yes
 ECS-411 Staff  
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CECS 360 - INTEGRTD CIRCUIT DESGN SOFTWRE

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 10422 1 SEM MW 2-2:50PM
Yes
 ECS-302 Wu X  
04 10423 1 LAB MW 3-4:15PM
Yes
 ECS-411 Wu X  
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CECS 405 - S TOPICS COMPUTER SCIENCE

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10134   SEM TuTh 3:30-4:45PM
Yes
 ECS-204 Asgari S  
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CECS 410 - COMPUTERS AND NETWORKS

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10221 1,179 SEM M 6-6:50PM
Yes
 VEC-417 Staff Class instruction is: Hybrid (Face to Face & Online).
01       TBA TBA ONLINE-ONLY Staff additional meeting detail
02 10222 1,179 LAB M 7-8:15PM
Yes
 ECS-405 Staff Class instruction is: Hybrid (Face to Face & Online).
02       TBA TBA ONLINE-ONLY Staff additional meeting detail
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CECS 424 - ORGANIZATN OF PROGRAMMING LANG

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1341 1 SEM MW 1-1:50PM VEC-418 Gittleman A  
02 3566 1 LAB MW 2-3:15PM ECS-414 Gittleman A  
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CECS 429 - SEARCH ENGINE TECHNOLOGY

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6150 1 SEM TuTh 7-7:50PM
Yes
 ECS-302 Ebert T  
02 6151 1 LAB TuTh 8-9:15PM
Yes
 ECS-404 Ebert T  
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CECS 440 - COMPUTER ARCHITECTURE

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6385 1 SEM MW 10-10:50AM
Yes
 VEC-417 Allison R  
02 6386 1 LAB MW 11-12:15PM
Yes
 ECS-411 Allison R  
03 8519 1 LAB MW 11-12:15PM
Yes
 ECS-413 Allison R  
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CECS 444 - COMPILER CONSTRUCTION

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10137 1 SEM MW 7-7:50PM ECS-302 Konig V  
02 10138 1 LAB MW 8-9:15PM ECS-414 Konig V  
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CECS 445 - SOFTWARE DESIGN AND ARCHITEC.

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5216 1 SEM MW 4-4:50PM ECS-308 Murgolo F  
02 5217 1 LAB MW 5-6:15PM ECS-404 Murgolo F  
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CECS 447 - MICROPROCESSOR+CONTROLLERS III

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5478 1 SEM MW 4-4:50PM VEC-331 Staff  
02 5479 1 LAB MW 5-6:15PM ECS-411 Staff  
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CECS 448 - USER INTERFACE DESIGN

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10139 1 SEM MW 5-5:50PM ECS-407 Staff  
02 10140 1 LAB MW 6-7:15PM ECS-407 Staff  
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CECS 451 - ARTIFICIAL INTELLIGENCE

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5068 1 SEM TuTh 12:30-1:20PM
Yes
 VEC-402 Goldstein D  
02 5069 1 LAB TuTh 1:30-2:45PM
Yes
 ECS-414 Goldstein D  
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CECS 453 - MOBILE APPLICATION DEVELOPMENT

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6694 1 SEM MW 9-9:50AM
Yes
 ECS-407 Gittleman A  
02 6695 1 LAB MW 10-11:15AM
Yes
 ECS-407 Gittleman A  
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CECS 460 - SYSTEM ON CHIP DESIGN

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1342 1 SEM MW 6:30-7:20PM
Yes
 ECS-308 Staff  
02 3567 1 LAB MW 7:30-8:45PM
Yes
 ECS-412 Staff  
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CECS 470 - WEB PROGRAMING & ACCESSIBILITY

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6152 1 SEM MW 2-2:50PM
Yes
 VEC-402 Monge A  
02 6153 1 LAB MW 3-4:15PM
Yes
 ECS-407 Monge A  
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CECS 472 - COMPUTER NETWORK PROGRAMMING

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1343 1 SEM TuTh 6-6:50PM
Yes
 ECS-308 Staff  
02 3568 1 LAB TuTh 7-8:15PM
Yes
 ECS-405 Staff  
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CECS 474 - COMPUTER NET INTEROPERABILITY

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6231 1 SEM MW 2-2:50PM ECS-308 Maples T  
02 6232 1 LAB MW 3-4:15PM ECS-305 Maples T  
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CECS 475 - APPL PROGRAMMING USING .NET

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
03 10418 1 SEM TuTh 2-2:50PM ET-105 Nguyen P  
04 10420 1 LAB TuTh 3-4:15PM ECS-404 Nguyen P  
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CECS 478 - INTRO TO COMPUTER SECURITY

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 3917 1 SEM MW 4-4:50PM
Yes
 VEC-330 Staff  
02 3918 1 LAB MW 5-6:15PM
Yes
 ECS-403 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 8378 1 SEM TuTh 5:30-6:20PM
Yes
 VEC-417 Englert B  
06 8379 1 LAB TuTh 6:30-7:45PM
Yes
 ECS-403 Englert B  
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CECS 490A - SENIOR PROJECT I

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
02 6502 1 SEM TuTh 2-3:15PM VEC-227 Ward B  
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CECS 491 - SOFTWARE DEVELOPMENT PROJECT

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10223 1 SEM MW 8-9:15PM ECS-302 Staff  
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CECS 496 - COMPUTER SCIENCE PROB SOLVING

1 Unit
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
02 7290 1 SEM Th 7:30-8:20PM
Yes
 ECS-416 Staff Instructor Consent Required
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CECS 497 - DIRECTED STUDIES

1-3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1344 3,180 SUP TBA TBA
Yes
 TBA Maples T Instructor Consent Required
18 6450 3,180 SUP TBA TBA
Yes
 TBA Ebert T Instructor Consent Required
19 10802   SUP TBA TBA
Yes
 TBA Gossage L Department Consent Required
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CECS 521 - DATABASE ARCHITECTURE

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7970 1 SEM MW 5-6:15PM VEC-330 Monge A  
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CECS 526 - ADVANCED OPERATING SYSTEMS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1355 1 SEM TuTh 5-6:15PM VEC-419 Lam S  
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CECS 528 - ADV ANALYSIS OF ALGORITHMS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7354 1 SEM TuTh 5-6:15PM
Yes
 EN2-105 Ebert T  
03 10957 1 SEM MW 6-7:15PM
Yes
 ECS-204 Goldstein D  
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CECS 529 - SEARCH ENGINE TECHNOLOGY

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6238 1 SEM TuTh 7-7:50PM
Yes
 ECS-302 Ebert T  
02 6239 1 LAB TuTh 8-9:15PM
Yes
 ECS-404 Ebert T  
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CECS 530 - ADV COMPUTER ARCHITECTURE I

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
02 10414   SEM MW 3:30-4:45PM ECS-302 Chelian M  
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CECS 532 - MEMORY DESIGN IMPLEMENTATION

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10154 1 SEM MW 5-6:15PM
Yes
 VEC-419 Wu X  
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CECS 546 - FAULT TOLERANT COMPUTING SYSTS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10172 1 SEM MW 7:30-8:45PM ECS-204 Wu X  
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CECS 570 - CONCURRENT PARALLEL PROGRMING

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6154 1 SEM TuTh 7-7:50PM
Yes
 VEC-518 Lam S  
02 6155   LAB TuTh 8-9:15PM
Yes
 ECS-414 Lam S  
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CECS 572 - ADVANCED COMPUTER NETWORKING

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 3703 1 SEM MW 5-6:15PM EN2-105 Maples T  
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CECS 575 - OBJ ORIENTED ANALYSIS & DESIGN

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7347 1 SEM MW 8-9:15PM VEC-417 Murgolo F  
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CECS 578 - INTRO TO COMPUTER SECURITY

3 Units
Group 1 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 5387 1 SEM MW 4-4:50PM
Yes
 VEC-330 Staff  
02 5388 1 LAB MW 5-6:15PM
Yes
 ECS-403 Staff  
Group 2 Sections

Enrollment required for SEM,LAB in this group of sections.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
05 8380 1 SEM TuTh 5:30-6:20PM
Yes
 VEC-417 Englert B  
06 8381 1 LAB TuTh 6:30-7:45PM
Yes
 ECS-403 Englert B  
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CECS 590 - S TOPICS COMPUTER SCIENCE

3-6 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10174 1 SEM TuTh 6-7:15PM
Yes
 ECS-204 Staff Instructor Consent Required
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CECS 621 - DATABASE ARCHITECTURE

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7971 1 SEM MW 5-6:15PM
Yes
 VEC-330 Monge A  
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CECS 626 - ADVANCED OPERATING SYSTEMS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1357 1 SEM TuTh 5-6:15PM
Yes
 VEC-419 Lam S  
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CECS 628 - ADV ANALYSIS OF ALGORITHMS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7355 1 SEM TuTh 5-6:15PM
Yes
 EN2-105 Ebert T  
03 10958 1 SEM MW 6-7:15PM
Yes
 ECS-204 Goldstein D  
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CECS 630 - ADV COMPUTER ARCHITECTURE I

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
02 10415   SEM MW 3:30-4:45PM
Yes
 ECS-302 Chelian M Department Consent Required
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CECS 646 - FAULT TOLERANT COMPUTING SYSTS

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10173 1 SEM MW 7:30-8:45PM
Yes
 ECS-204 Wu X  
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CECS 670 - CONCURRENT PARALLEL PROGRMING

3 Units

Enrollment required for SEM,LAB.

SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 6156 1 SEM TuTh 7-7:50PM
Yes
 VEC-518 Lam S  
02 6157 1 LAB TuTh 8-9:15PM
Yes
 ECS-414 Lam S  
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CECS 672 - ADVANCED COMPUTER NETWORKING

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 3699 1 SEM MW 5-6:15PM EN2-105 Maples T  
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CECS 675 - OBJ ORIENTED ANALYSIS & DESIGN

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 7348 1 SEM MW 8-9:15PM VEC-417 Murgolo F  
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CECS 690 - S TOPICS COMPUTER SCIENCE

3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 10175 1 SEM TuTh 6-7:15PM
Yes
 ECS-204 Staff Instructor Consent Required
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CECS 697 - DIRECTED RESEARCH

1-3 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1359 3,180 SUP TBA TBA
Yes
 TBA Liu D Instructor Consent Required
14 7370 3,180 SUP TBA TBA
Yes
 TBA Ebert T Instructor Consent Required
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CECS 698 - THESIS OR INDUSTRIAL PROJECT

2-6 Units
SEC. CLASS # CLASS NOTES TYPE DAYS TIME OPEN SEATS
as of 08/02		 LOCATION INSTRUCTOR COMMENT
01 1362 8,180 SUP TBA TBA
Yes
 TBA Golshani F Department Consent Required
17 7369 8,180 SUP TBA TBA
Yes
 TBA Wu X Department Consent Required
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Class Notes for Computer Engr & Computer Sci

Number Note
1

Prerequisite and/or co-requisite - see University Catalog.
3

Work agreement necessary - inquire department office.
5

Open to all students.
8

Students must be advanced to candidacy.
179

Hybrid course. Additional hours required outside the classroom. Check with department for more information.
180

Contact department office for more information.
268

Taught in Java.
269

Taught in C++
300

ENGR - Class taught in Python