# Number Title Knowledge Areas Ground Truth Percent Jaccard
1 1000 Engineering Computing CN, AL, IM None. N/A N/A
2 1001 Engineering Computing using MATLAB CN, AL, IM None. N/A N/A
3 1030 Foundations of Computer Science CN, AL, IM None. N/A N/A
4 1040 Creating Interactive Web Content None. None. N/A N/A
5 1060 Explorations in Computer Science NC None. N/A N/A
6 1410 Introduction to Object-Oriented Programming CN, AL, IM None. N/A N/A
7 2000 Introduction to Program Design in C CN, AL, IM None. N/A N/A
8 2050 Making Noise: Sound Art and Digital Media None. None. N/A N/A
9 2100 Discrete Structures DS None. N/A N/A
10 2420 Introduction to Algorithms & Data Structures CN, AL, IM None. N/A N/A
11 2960 Apple Certification None. None. N/A N/A
12 2961 Cisco CCNA Level 1 None. None. N/A N/A
13 2962 Cisco CCNA Level 2 None. None. N/A N/A
14 2963 Linux Professional Institute Level 1 OS, SF None. N/A N/A
15 2964 Linux Professional Institute Level 2 None. None. N/A N/A
16 3011 Industry Forum SP None. N/A N/A
17 3020 Research Forum None. None. N/A N/A
18 3100 Models of Computation DS, IM, AL, CN None. N/A N/A
19 3130 Engineering Probability and Statistics None. None. N/A N/A
20 3200 Introduction to Scientific Computing CN None. N/A N/A
21 3470 Scripting Language Design and Implementation None. None. N/A N/A
22 3500 Software Practice SE None. N/A N/A
23 3505 Software Practice II HCI, SE None. N/A N/A
24 3700 Fundamentals of Digital System Design CN, AL, IM None. N/A N/A
25 3710 Computer Design Laboratory SE None. N/A N/A
26 3810 Computer Organization None. None. N/A N/A
27 3991 CE Junior Seminar SP None. N/A N/A
28 3992 Computer Engineering Pre-Thesis/Pre-Clinic/Pre-Project None. None. N/A N/A
29 4000 Senior Capstone Project - Design Phase None. None. N/A N/A
30 4010 Computer Science Internship None. None. N/A N/A
31 4150 Algorithms CN, AL, IM None. N/A N/A
32 4190 Programming Challenges HCI, CN, IM, AL, SE None. N/A N/A
33 4230 Parallel Programming PD None. N/A N/A
34 4300 Artificial Intelligence IS None. N/A N/A
35 4400 Computer Systems PD None. N/A N/A
36 4480 Computer Networks None. None. N/A N/A
37 4500 Senior Capstone Project HCI, SE None. N/A N/A
38 4540 Web Software Architecture AR None. N/A N/A
39 4600 Introduction to Computer Graphics None. None. N/A N/A
40 4640 Image Processing Basics NC None. N/A N/A
41 4710 Computer Engineering Senior Project None. None. N/A N/A
42 4940 Undergraduate Research None. None. N/A N/A
43 4970 Computer Science Bachelor's Thesis None. None. N/A N/A
44 4991 Computer Engineering Senior Thesis I None. None. N/A N/A
45 4992 Computer Engineering Senior Thesis II None. None. N/A N/A
46 4998 Honors Project Thesis None. None. N/A N/A
47 4999 Computer Science Honors Thesis/Project None. None. N/A N/A
48 5010 Software Practice SE None. N/A N/A
49 5020 Software Practice II HCI, SE None. N/A N/A
50 5040 Teaching Introductory Computer Science None. None. N/A N/A
51 5100 Foundations of Computer Science None. None. N/A N/A
52 5130 Computational Statistics GV None. N/A N/A
53 5140 Data Mining None. None. N/A N/A
54 5310 Robotics None. None. N/A N/A
55 5320 Computer Vision None. None. N/A N/A
56 5340 Natural Language Processing PL None. N/A N/A
57 5350 Machine Learning None. None. N/A N/A
58 5460 Operating Systems OS, AR, SF None. N/A N/A
59 5470 Compiler Principles and Techniques None. None. N/A N/A
60 5490 Network Security None. None. N/A N/A
61 5510 Programming Language Concepts None. None. N/A N/A
62 5530 Database Systems SE, IM None. N/A N/A
63 5540 Human/Computer Interaction PBD, SDF, DS, OS, HCI, AL, IAS, SF, IM None. N/A N/A
64 5610 Interactive Computer Graphics None. None. N/A N/A
65 5630 Visualization None. None. N/A N/A
66 5650 Visual Perception from a Computer Graphics and Visualization Perspective GV None. N/A N/A
67 5710 Digital VLSI Design None. None. N/A N/A
68 5720 Analog Integrated Circuit Design None. None. N/A N/A
69 5740 Computer-Aided Design of Digital Circuits None. None. N/A N/A
70 5745 Testing and Verification of Digital Circuits None. None. N/A N/A
71 5750 Synthesis and Verification of Asynchronous VLSI Systems GV, AR None. N/A N/A
72 5780 Embedded System Design AR, PD None. N/A N/A
73 5785 Advanced Embedded Software AR None. N/A N/A
74 5789 Embedded Systems and Kinetic Art AR None. N/A N/A
75 5830 VLSI Architecture None. None. N/A N/A
76 6020 Conducting, Publishing, and Presenting Early-Career Research None. None. N/A N/A
77 6030 Technical Communications in Computer Science None. None. N/A N/A
78 6100 Foundations of Computer Science None. None. N/A N/A
79 6110 Formal Methods for System Design DS, AR None. N/A N/A
80 6130 Computational Statistics GV None. N/A N/A
81 6140 Data Mining None. None. N/A N/A
82 6150 Advanced Algorithms None. None. N/A N/A
83 6160 Computational Geometry None. None. N/A N/A
84 6170 Computational Topology CN None. N/A N/A
85 6210 Advanced Scientific Computing I None. None. N/A N/A
86 6220 Advanced Scientific Computing II None. None. N/A N/A
87 6230 Parallel Computing and High Performance Computing PD None. N/A N/A
88 6235 Parallel Programming for Many-Core Architectures None. None. N/A N/A
89 6300 Artificial Intelligence None. None. N/A N/A
90 6310 Robotics None. None. N/A N/A
91 6320 3D Computer Vision None. None. N/A N/A
92 6330 Introduction to Robot Control None. None. N/A N/A
93 6340 Natural Language Processing PL None. N/A N/A
94 6350 Machine Learning None. None. N/A N/A
95 6360 Virtual Reality AR None. N/A N/A
96 6370 Geometric Computation for Motion Planning None. None. N/A N/A
97 6380 Multi-agent Systems IS None. N/A N/A
98 6460 Operating Systems None. None. N/A N/A
99 6470 Compiler Principles and Techniques None. None. N/A N/A
100 6475 Advanced Compilers None. None. N/A N/A
101 6480 Advanced Computer Networks None. None. N/A N/A
102 6490 Network Security None. None. N/A N/A
103 6510 Functional Programming PL None. N/A N/A
104 6530 Database Systems IM None. N/A N/A
105 6540 Human/Computer Interaction None. None. N/A N/A
106 6600 Mathematical Foundations of Computer Graphics and Visualization CN None. N/A N/A
107 6610 Interactive Computer Graphics None. None. N/A N/A
108 6620 Ray Tracing for Graphics None. None. N/A N/A
109 6630 Visualization None. None. N/A N/A
110 6640 Introduction to Digital Image Processing None. None. N/A N/A
111 6650 Visual Perception from a Computer Graphics and Visualization Perspective GV None. N/A N/A
112 6660 Physics-based Animation None. None. N/A N/A
113 6665 Character Animation None. None. N/A N/A
114 6670 Computer-Aided Geometric Design I None. None. N/A N/A
115 6680 Computer-Aided Geometric Design II None. None. N/A N/A
116 6710 Digital VLSI Design None. None. N/A N/A
117 6712 Digital IC Projects Testing None. None. N/A N/A
118 6720 Analog Integrated Circuit Design None. None. N/A N/A
119 6721 Analog Integrated Circuits Lab None. None. N/A N/A
120 6722 Analog IC Projects Testing None. None. N/A N/A
121 6740 Computer-Aided Design of Digital Circuits None. None. N/A N/A
122 6745 Testing and Verification of Digital Circuits None. None. N/A N/A
123 6750 Synthesis and Verification of Asynchronous VLSI Systems None. None. N/A N/A
124 6760 Modeling and Analysis of Biological Networks None. None. N/A N/A
125 6770 Advanced Digital VLSI Systems Design None. None. N/A N/A
126 6780 Embedded System Design AR None. N/A N/A
127 6785 Advanced Embedded Software AR None. N/A N/A
128 6810 Computer Architecture None. None. N/A N/A
129 6830 VLSI Architecture None. None. N/A N/A
130 6945 Graduate Internship None. None. N/A N/A
131 7010 Writing Research Proposals None. None. N/A N/A
132 7120 Information-Based Complexity None. None. N/A N/A
133 7240 Sinc Methods None. None. N/A N/A
134 7250 Advanced Topics in Scientific Computing None. None. N/A N/A
135 7310 Robot Mobility and Manipulation PD None. N/A N/A
136 7320 System Identification for Robotics None. None. N/A N/A
137 7460 Distributed Operating Systems OS, SF None. N/A N/A
138 7520 Programming Language Semantics None. None. N/A N/A
139 7640 Advanced Image Processing None. None. N/A N/A
140 7650 Realistic Image Synthesis None. None. N/A N/A
141 7810 Advanced Computer Architecture CN None. N/A N/A
142 7820 Parallel Computer Architecture OS, PD, SF None. N/A N/A