Course
A+
A
A-
B+
B
B-
C+
C
C-
D
E
G
GP
U
WD
Grand Total
COMP102 - Intro to Comp Prog Design
50
36
23
20
17
11
9
8
14
13
88
2
4
28
323
COMP261 - Algorithms and Data Structures
38
36
11
23
26
36
31
33
13
17
30
1
4
12
311
SWEN221 - Software Development
29
25
17
20
22
21
31
25
23
20
22
2
2
2
6
267
CYBR171 - Cybersecurity Fundamentals
19
32
38
33
37
23
18
12
10
5
30
2
8
267
NWEN241 - Systems Programming
23
23
27
32
31
26
25
19
13
10
24
1
3
6
263
ENGR101 - Engineering Technology
22
34
44
24
20
5
2
5
3
1
13
6
179
COMP307 - Intro to Artificial Intel igen
19
16
25
24
7
10
16
9
18
3
18
2
8
175
COMP112 - Intro to Computer Science
58
20
11
5
6
2
3
5
2
4
17
1
4
138
SWEN301 - Structured Methods
5
12
28
12
23
13
4
3
3
3
11
1
4
122
SWEN303 - User Experience Engineering
14
32
28
26
6
3
1
1
1
3
5
120
ENGR301 - Engineering Proj Management 1
21
38
30
17
4
2
1
113
CYBR371 - System and Network Security
14
12
14
11
16
8
5
11
6
6
3
1
1
108
SWEN304 - Database System Engineering
12
14
5
14
9
9
8
11
4
3
10
1
1
3
104
ENGR401 - Professional Practice
6
11
18
12
12
14
3
5
2
2
1
86
COMP304 - Programming Languages
7
9
7
9
3
11
3
4
7
4
9
4
77
SWEN431 - Advanced Programming Languages
9
10
7
6
8
6
4
5
2
1
3
61
EEEN202 - Digital Electronics
6
5
5
5
8
7
2
3
3
1
11
1
2
59
SWEN326 - Safety-Critical Systems
3
4
10
7
12
7
4
1
2
1
3
4
58
NWEN303 - Concurrent Programming
2
5
7
5
6
3
2
8
4
8
1
1
3
55
SWEN439 - ST: Database Engineering
4
5
8
9
7
5
4
1
3
46
AIML427 - Big Data
9
3
7
3
2
3
4
2
3
1
1
3
41
COMP361 - Design, Analysis of Algorithms
5
3
5
2
3
4
1
4
1
5
4
37
AIML420 - Artificial Intel igence
4
4
4
4
5
3
2
3
2
2
3
36
EEEN203 - Circuit Analysis
2
3
5
4
4
5
1
1
2
4
1
1
2
35
ECEN315 - Control Systems Engineering
1
5
1
4
2
5
2
1
1
2
1
25
ECEN321 - Engineering Statistics
3
1
4
4
3
4
2
1
1
1
24
AIML428 - Text Mining and NLP
4
4
3
5
2
2
3
23
AIML429 - Probabilistic Machine Learning
3
3
2
3
3
2
1
1
1
2
21
ECEN425 - Adv Mechatronic Engineering 1
5
4
8
2
1
20
CGRA352 - Image-based Graphics
8
2
1
1
1
3
3
19
CYBR471 - Offensive & Defensive Security
5
3
4
2
1
1
16
NWEN439 - ST: Internet of Things
1
2
2
1
2
1
1
1
1
1
13
RESE412 - Adv Devel of RESE
3
1
2
1
3
1
1
12
RESE311 - Energy Economic Analyses
1
2
2
1
1
1
1
9
CGRA409 - Geometry Processing Algorithms
2
1
1
1
5
COMP440 - Directed Individual Study
1
1
1
1
1
5

---

Course
A+
A
A-
B+
B
B-
C+
C
C-
D
E
G
GP
U
WD
COMP102 - Intro to Comp Prog Design
15%
11%
7%
6%
5%
3%
3%
2%
4%
4%
27%
1%
0%
1%
9%
COMP261 - Algorithms and Data Structures
12%
12%
4%
7%
8%
12%
10%
11%
4%
5%
10%
0%
0%
1%
4%
SWEN221 - Software Development
11%
9%
6%
7%
8%
8%
12%
9%
9%
7%
8%
1%
1%
1%
2%
CYBR171 - Cybersecurity Fundamentals
7%
12%
14%
12%
14%
9%
7%
4%
4%
2%
11%
0%
0%
1%
3%
NWEN241 - Systems Programming
9%
9%
10%
12%
12%
10%
10%
7%
5%
4%
9%
0%
0%
1%
2%
ENGR101 - Engineering Technology
12%
19%
25%
13%
11%
3%
1%
3%
2%
1%
7%
0%
0%
0%
3%
COMP307 - Intro to Artificial Intel igen
11%
9%
14%
14%
4%
6%
9%
5%
10%
2%
10%
0%
0%
1%
5%
COMP112 - Intro to Computer Science
42%
14%
8%
4%
4%
1%
2%
4%
1%
3%
12%
0%
0%
1%
3%
SWEN301 - Structured Methods
4%
10%
23%
10%
19%
11%
3%
2%
2%
2%
9%
1%
0%
0%
3%
SWEN303 - User Experience Engineering
12%
27%
23%
22%
5%
3%
1%
1%
1%
0%
3%
0%
0%
0%
4%
ENGR301 - Engineering Proj Management 1
19%
34%
27%
15%
4%
0%
2%
0%
0%
0%
1%
0%
0%
0%
0%
CYBR371 - System and Network Security
13%
11%
13%
10%
15%
7%
5%
10%
6%
6%
3%
1%
0%
0%
1%
SWEN304 - Database System Engineering
12%
13%
5%
13%
9%
9%
8%
11%
4%
3%
10%
1%
1%
0%
3%
ENGR401 - Professional Practice
7%
13%
21%
14%
14%
16%
3%
6%
2%
0%
2%
0%
0%
0%
1%
COMP304 - Programming Languages
9%
12%
9%
12%
4%
14%
4%
5%
9%
5%
12%
0%
0%
0%
5%
SWEN431 - Advanced Programming Languages
15%
16%
11%
10%
13%
10%
7%
8%
3%
2%
5%
0%
0%
0%
0%
EEEN202 - Digital Electronics
10%
8%
8%
8%
14%
12%
3%
5%
5%
2%
19%
0%
0%
2%
3%
SWEN326 - Safety-Critical Systems
5%
7%
17%
12%
21%
12%
7%
2%
3%
2%
5%
0%
0%
0%
7%
NWEN303 - Concurrent Programming
4%
0%
9%
13%
9%
11%
5%
4%
15%
7%
15%
0%
2%
2%
5%
SWEN439 - ST: Database Engineering
9%
11%
17%
20%
15%
11%
9%
2%
0%
0%
7%
0%
0%
0%
0%
AIML427 - Big Data
22%
7%
17%
7%
5%
7%
10%
5%
7%
0%
2%
0%
0%
2%
7%
COMP361 - Design, Analysis of Algorithms
14%
8%
14%
5%
8%
0%
11%
3%
11%
3%
14%
0%
0%
0%
11%
AIML420 - Artificial Intel igence
11%
11%
11%
11%
14%
8%
6%
8%
6%
0%
6%
0%
0%
0%
8%
EEEN203 - Circuit Analysis
6%
0%
9%
14%
11%
11%
14%
3%
3%
6%
11%
0%
3%
3%
6%
ECEN315 - Control Systems Engineering
4%
20%
4%
16%
8%
20%
8%
4%
4%
0%
8%
0%
0%
0%
4%
ECEN321 - Engineering Statistics
13%
4%
0%
17%
17%
13%
17%
8%
4%
0%
4%
0%
0%
0%
4%
AIML428 - Text Mining and NLP
17%
17%
13%
22%
0%
9%
0%
0%
0%
0%
9%
0%
0%
0%
13%
AIML429 - Probabilistic Machine Learning
14%
14%
10%
14%
14%
10%
0%
0%
5%
0%
5%
5%
0%
0%
10%
ECEN425 - Adv Mechatronic Engineering 1
25%
20%
40%
10%
5%
0%
0%
0%
0%
0%
0%
0%
0%
0%
0%
CGRA352 - Image-based Graphics
42%
11%
5%
5%
5%
0%
16%
16%
0%
0%
0%
0%
0%
0%
0%
CYBR471 - Offensive & Defensive Security
31%
19%
25%
13%
6%
0%
0%
0%
0%
0%
6%
0%
0%
0%
0%
NWEN439 - ST: Internet of Things
8%
15%
15%
8%
15%
8%
8%
8%
0%
8%
8%
0%
0%
0%
0%
RESE412 - Adv Devel of RESE
25%
8%
17%
8%
25%
8%
8%
0%
0%
0%
0%
0%
0%
0%
0%
RESE311 - Energy Economic Analyses
11%
22%
22%
0%
11%
0%
11%
11%
0%
0%
11%
0%
0%
0%
0%
CGRA409 - Geometry Processing Algorithms
0%
0%
0%
40%
0%
20%
0%
20%
0%
20%
0%
0%
0%
0%
0%
COMP440 - Directed Individual Study
20%
20%
0%
0%
20%
20%
0%
0%
0%
0%
20%
0%
0%
0%
0%

---