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School of Electronics Engineering and Computer Science
No. COURSE ID COURSE NAME CREDITS HOURS PER WEEK TOTAL HOURS
1 04833630 Deep Learning 2 32 32
2 04831811 Flow Science at Micro/Nano Scale And Its Applications 3 3 54
3 04831435 computer practicum 0 2 32
4 04833320 40 Years Distributed Systems Research 2 16 32
5 04833480 A General Introduction to Electronic Games 2 2 34
6 04834440 AI Computing Systems 2 2 34
7 04833030 Academic Writing and Report 2 2 34
8 04833700 Advance Topic on Deep Learning 2 2 32
9 04832550 Advanced Algorithms and Applications 6 6 96
10 04832110 Advanced Analog Integrated Circuits Design 2 2 36
11 04834620 Advanced Design of Digital Circuits and Sysytems 4 3 51
12 04832901 Advanced Digtial Logic Design 4 3 51
13 04834540 Advanced IC process and manufacturing 3 3 51
14 04833340 Advanced Machine Learning: Online Learning and Optimization 2 16 32
15 04832400 Advanced Optoelectronics Experiments 3 4 64
16 04832100 Advanced Semiconductor Devices Theor 3 3 54
17 04832350 Advanced Statistical Analytics and Business Intelligence 3 3 48
18 04833190 Advanced Technologies and Experiments for Materials Characterizations 3 3 51
19 04833290 Advanced Topics in Foundations of Databases 2 20 32
20 04832180 Advanced VLSI Devices 2 8 32
21 04830080 Algebraic Structure and Combinatorial Mathematics 3 3 54
22 04833050 Algorithm Design and Analysis 5 4 68
23 04832580 Algorithm Design and Analysis 0 2 32
24 04833060 Algorithm Design and Analysis (Honor Track) 5 4 68
25 04834300 Algorithmic game theory 3 3 48
26 04831770 An Introduction to Microelectronics and Circuits 2 3 48
27 04832470 Analog Circuits 2 2 32
28 04833820 Analysis and Design of Analog Circuits 5 4 68
29 04801016 Applications of Digital Communications 2 2 34
30 04833270 Applied Algorithms 2 16 32
31 04832970 Approximation Algorithm Design in Computational Social Networks 2 16 32
32 04834240 Aritficial Intelligence, Robotics and Ethics 2 2 32
33 04833690 Artificial General Intelligence & NARS 2 8 32
34 04834560 Artificial Intelligence Technologies and Applications 2 2 34
35 04833790 Basic Electronics Lab 2 4 68
36 04831870 Basic Experiments of Electrocircuit 1 3 27
37 04833770 Basic Knowledge of Creative Innovation 3 3 51
38 04833800 Basic training of Electronics system 1 2 32
39 04833650 Becoming a Medtech Entrepreneur -- What is Biodesign? 2 16 32
40 04833520 Big Data Management Technology 2 2 34
41 04831950 Biometrics 2 4 24
42 04831990 C# Programming and Application 2 2 36
43 04831840 Career Planning & Leadership Development 2 8 32
44 04834660 Circuits, Signals and Systems 3 3 51
45 04832480 Cocoa Programming for Mac OS X and iOS 3 4 64
46 04834360 Cognitive Science 2 2 34
47 04834510 Cognitive/Computer Science of the Conscious Turing Machine 2 6 36
48 04830970 Communication Circuits 3 3 54
49 04830710 Communication Circuits Laboratory 2 4 48
50 04830030 Communication and Writing Techniques for Science and Technology Research 2 2 36
51 04832830 Communications and Computer Networks 3 3 54
52 04833350 Compact Data Structures for Big Data 2 16 32
53 04830150 Compiler Design 3 3 54
54 04830181 Compiler Lab(Honor Track) 2 4 64
55 04834200 Compiler Principles 4 5 85
56 04834550 Compound Semiconductor and Optoelectronic Devices 3 3 48
57 04832990 Comprehensive Experiment of Micro-Nano Electronics 2 20 40
58 04833540 Computation, Economics and Data Science 2 16 32
59 04834050 Computation, Mathematics and Statistics for Visual Search Applications 3 24 48
60 04833640 Computational Game Theory 2 16 32
61 04812160 Computational Linguistics 3 3 48
62 04833890 Computational Neuroscience 2 2 34
63 04831400 Computational Perception and Scene Analysis 2 2 36
64 04833970 Computational Photography: Image Formation Theory and Deep Learning Practice 2 2 32
65 04834570 Computational Practices for Social Science Research 2 2 34
66 04833590 Computational Social Science 2 2 32
67 04832680 Computational Thinking in Social Sciences 3 3 48
68 04831520 Computer Aided Design for Electronic Circuits 2 4 60
69 04831070 Computer Aided Design of Integrated Circuits 3 3 54
70 04830140 Computer Architectures 3 3 48
71 04833160 Computer Ethics 2 16 32
72 04833940 Computer Generated Imagery and Visual Effects 3 3 48
73 04830230 Computer Graphics 3 3 54
74 04833330 Computer Graphics and Advanced Topics 2 2 34
75 04831670 Computer Net And WEB Technology 3 3 54
76 04834080 Computer Network Frontier 2 28 32
77 04834210 Computer Networks 4 5 80
78 04834480 Computer Networks (Honor Track) 4 5 80
79 04833510 Computer Vision and Deep Learning 2 2 34
80 04833960 Computer frontier research methods 1 1 17
81 04830241 Computer network practicum 2 4 48
82 04833410 Convex Analysis and Optimization Methods 3 3 48
83 04833990 Creation, Recognition, Setup and Operation of Profitable Innovation 2 2 34
84 04833170 Cryptology and Cyber-Security 3 3 51
85 04830050 Data Structure and Algorithm (A) 3 4 64
86 04831420 Data Structure and Algorithm (B) 3 3 51
87 04830540 Data Structure and Algorithms(A)(Honor Track) 3 4 72
88 04830494 Data Structures and Algorithm (Lab.) 0 2 32
89 04831370 Data Warehousing and Data Mining 2 2 36
90 04833760 DeeCamp AI Training 3 30 120
91 04833680 Deep Learning in Action: Computer Vision 2 32 32
92 04834180 Design Automation and Virtual Fab for Integrated Circuits 2 2 34
93 04833620 Design Informatics 2 16 32
94 04832720 Design Principles of Programming Languages 3 3 48
95 04830281 Design and Analysis of Algorithms 3 4 64
96 04834610 Design of Digital Circuits and Systems 4 3 51
97 04834611 Design of Digital Circuits and Systems (Mini-Class) 0 2 34
98 04830100 Design of Digital Logic 3 3 54
99 04834640 Developer Testing Techniques and Practices 3 3 51
100 04832730 Device Design and Applications for Modern Integrated Circuits 3 3 48
101 04830390 Digital Art 2 2 36
102 04830810 Digital Design Using PLD (I) 2 8 40
103 04831300 Digital Image Processing 3 3 54
104 04830320 Digital Image Processing 3 3 54
105 04832450 Digital Logic 2 2 32
106 04830660 Digital Logic Circuits Laboratory 2 4 72
107 04830760 Digital Signal Processing 3 4 72
108 04830830 Digital Signal Processing Laboratory 2 4 56
109 04832010 Digital System Design based on HDL 3 3 54
110 04832690 Digital Video Processing and Analysis 3 3 48
111 04832900 Digital logic circuits 4 3 54
112 04832890 Digital logic circuits (Mini-class) 0 2 36
113 04833400 Discrete Mathematics and Structures (I) 3 4 48
114 04833430 Discrete Mathematics and Structures (II) 3 3 48
115 04833670 Distributed Software Development 2 18 36
116 04834000 Distributed System (Foundation and Application) 2 2 32
117 04832760 ELECTRONICS 4 4 64
118 04833550 Economics and Computation 2 21 32
119 04830630 Electronic Circuits (A) 3 4 64
120 04832430 Electronic Circuits (A+) 3 4 64
121 04830640 Electronic Circuits Laboratory (A) 2 4 72
122 04832660 Electronic System Design Project 3 4 64
123 04832930 Electronic technology experiments 2 4 68
124 04834330 Electronics Engineering and Science Capstone Project (Honor Track) 3 4 64
125 04832800 Electrostatic Discharge for Integrated Circuits 2 8 32
126 04832530 Elementary Algorithms and Applications 2 2 32
127 04831880 Elementary Number Theory and Its Applications 3 3 54
128 04832880 Elements of Information and Coding Theory 2 2 34
129 04832980 Embedded Linux Operating System 2 8 32
130 04830790 Embedded System 2 4 64
131 04832040 Emerging Techniques for Modern Wireless Communications 2 2 36
132 04832710 Empirical Methods in Natural Language Processing 3 3 48
133 04832090 Exercise of Mechanics(B) 0 2 36
134 04831080 Experiment of Microelectronics Device Testing 2 4 72
135 04833530 Experiment on Intelligent Hardware Applications 2 4 48
136 04830110 Experiments in Digital Logic 2 3 27
137 04830740 Experiments of Microwave Technologies 2 4 72
138 04830750 Experiments on Optoelectronics 2 3 48
139 04832870 Field and Wave 3 4 72
140 04834270 Flexible Electronics 3 3 51
141 04833980 Foundation of Parallel Algorithm Design 3 3 51
142 04833660 Foundations of Big Data Systems 2 32 544
143 04831431 Foundations of Computer (1) 3 3 54
144 04834430 Frontier of Software Engineering Research 1 1 17
145 04832920 Functional Programming 3 3 51
146 04833570 Fundamentals of Artificial Intelligence 2 16 32
147 04833900 Fundamentals of Cryptography 3 3 48
148 04831800 Fundamentals of Digital Media Technology 2 2 36
149 04802020 Fundamentals of Machine Learning 3 3 51
150 04832500 Fundamentals of Modern Wireless Communication Integrated Circuits 2 2 32
151 04832750 Fundamentals of Physics 4 4 64
152 04832130 Fundamentals of Physics for Microelectronics 3 3 54
153 04831160 Fundamentals of Semiconductor Materials 3 3 54
154 04833000 Fundamentals of Solid State Physics 3 3 51
155 04832190 Fundamentals of reconfigurable systems 3 3 54
156 04833380 Game Theory 3 3 51
157 04832910 General Game Playing 2 2 34
158 04833140 Health Informatics —— Big Data Approach 2 16 32
159 04833130 How to do - and how not to do - research in databases 2 16 32
160 04833150 Human and Societal aspects of Interaction Design 2 16 32
161 04830310 Human-Computer Interaction(HCI) 2 2 36
162 04831210 Information Theory 2 2 36
163 04833710 Innovation Process : Practice 2 15 30
164 04833220 Innovative Presentation and Promotion 2 2 34
165 04832850 Innovative Product Engineering Process 3 3 54
166 04831060 Integrated Circuit Design Laboratory 2 4 72
167 04834740 Integrated Circuit Manufacturing Technology 3 4 64
168 04832670 Integrated Circuits Test Theory 2 2 32
169 04834190 Integrated on-chip optoelectronic devices and systems for applications on artificial intelligence 2 32 32
170 04831700 Intelligent Information Processing 3 3 54
171 04831270 Intelligent Information System 3 3 54
172 04832540 Intermediate Algorithms and Applications 4 4 64
173 04831780 Intro. to Natural Language Processing 2 2 36
174 04832950 Introduction to Acoustical Field and Acoustical Signal Processing 3 3 51
175 04833360 Introduction to Affective Intelligent Robotics 2 2 34
176 04830250 Introduction to Artificial Intelligence 3 3 54
177 04834040 Introduction to Artificial Intelligence 3 2 34
178 04834041 Introduction to Artificial Intelligence - Practice Courses 0 2 34
179 04832410 Introduction to Atomic Physics 2 2 32
180 04830041 Introduction to Computation (A) 3 4 64
181 04831410 Introduction to Computation (B) 3 3 48
182 04831650 Introduction to Computation (B) and Computer Operation 0 2 32
183 04830240 Introduction to Computer Networks 3 3 54
184 04833490 Introduction to Computer Science and Programming 2 2 34
185 04833040 Introduction to Computer Systems 5 4 68
186 04830530 Introduction to Computing (A) (Honor Track) 3 4 72
187 04834150 Introduction to Connected Intelligent Systems: From Smart Grid to Autonomous Vehicles 2 2 34
188 04832460 Introduction to Data Analysis 2 2 32
189 04830220 Introduction to Database Systems 3 3 54
190 04830221 Introduction to Database Systems(Honor Track) 3 3 54
191 04834130 Introduction to Functional Programming 2 16 32
192 04830010 Introduction to Information Science and Technique 1 2 32
193 04830410 Introduction to Information Security 2 2 36
194 04833870 Introduction to Integrated Circuit Devices 4 4 68
195 04832220 Introduction to Intelligent Robots 2 2 36
196 04831220 Introduction to Intelligent Technology 1 2 36
197 04832050 Introduction to Micro-Nano Technology 3 3 54
198 04831510 Introduction to Microelectronics 2 2 32
199 04831890 Introduction to Modern Information Retrieval 2 2 36
200 04832140 Introduction to Mordern Electronic Technology and Communications 1 2 36
201 04832200 Introduction to Nanoelectronic Devices 2 2 32
202 04830290 Introduction to Object Oriented Technology 2 2 36
203 04832240 Introduction to Parallel and Distributed Computing 3 3 54
204 04831290 Introduction to Pattern Recognition 3 3 54
205 04834310 Introduction to Quantum Computation 3 3 51
206 04834500 Introduction to Quantum Information Technology 2 16 32
207 04831970 Introduction to Satellite Navigation and Positioning System 2 2 36
208 04834230 Introduction to Software Testing 3 3 51
209 04834710 Introduction to Spintronic and Superconducting Quantum Technology 2 2 32
210 04831200 Introduction to Stochastic Processes 2 2 36
211 04830260 Introduction to Theoretical Computer Science 3 3 54
212 04833100 Introduction to Theory and Applications of Electromagnetic Waves 2 2 32
213 04831280 Introduction to Visualization and Visual Computing 2 2 36
214 04833780 Introduction to basic technology in information society 2 2 34
215 04834470 Introduction to computing (C) 3 3 48
216 04833470 Introduction to electromagnetic big data 2 2 34
217 04834720 Introduction to the Mobile Graphics 2 2 34
218 04833440 Introduction to the Theory of Computation 3 3 51
219 04833390 Introduction to the frontiers of computing 1 2 32
220 04830340 Java Programming 2 2 32
221 04833200 JavaScript Web Programming 2 2 32
222 04834600 JavaScript and Html Web Pages 2 2 32
223 04834090 Knowledge Graphs: Foundation and Applications 3 25 50
224 04830145 Lab on Computer Organization and Architecture 2 2 32
225 04830780 Lab. of Microcomputer Principle And Application of I/O Interface 2 4 56
226 04830190 Lab. on Operating Systems 2 4 64
227 04830191 Lab. on Operating Systems(Honor Track) 2 4 64
228 04831250 Laboratory Course of Machine Intelligence 2 4 72
229 04831260 Laboratory Course of Machine Perception 2 4 36
230 04804011 Leading Edge of Artificial Intelligence and Industry Trend 2 2 34
231 04834630 Learning Data Science with Python 3 3 51
232 04834030 Learning Python with Data Mining: Experience and Outlook 2 2 32
233 04830330 Linux Programming 2 2 36
234 04833740 Logic Verification Methodology 2 20 40
235 04833260 Logic and Verification 2 15 15
236 04831730 Machine Learning 3 3 54
237 04833420 Machine Learning 3 3 51
238 04832652 Machine Learning 2 20 40
239 04834250 Machine Learning for Predictive Data Analytics 3 3 51
240 04833610 Machine Learning for Time Series Analysis – Statistical Models and Deep Learning 2 32 32
241 04833580 Machine Learning in Computer Vision 2 2 32
242 04834530 Machine Vision based on Edge AI - Principles and Pracitces 2 3 51
243 04831830 Mass Data Processing/Cloud Computing 2 8 32
244 04834100 Mathematical Foundations for the Information Age 2 12 36
245 04830090 Mathematical Logic 3 3 54
246 04832640 Methods of Mathematical Physics 3 4 64
247 04832150 Micro-Nano Devices and Innovative Applications 2 2 36
248 04832260 Micro-Nano Integrated System 3 3 54
249 04833830 Microprocessor and Interface Technology 3 4 68
250 04830730 Microwave Technique And Circuits 3 3 54
251 04833280 Mobile Sensing System and Applications 2 16 32
252 04834140 Modern Machine Learning in Practice 3 3 51
253 04834340 Nano opto-electronic integrated circuits 3 3 48
254 04803006 Nanoionics 3 3 51
255 04830880 Nanotechnology and Nanoelectronics 3 3 54
256 04830450 Networking Technology and Practices 2 2 36
257 04834060 Networking for big data applications 2 18 36
258 04832320 Networks and Crowds 2 2 34
259 04832310 Networks: Theory and Application 2 8 32
260 04834110 Neural Computation 2 16 32
261 04834400 Neuroscience and computing fundamentals for neural networks 2 2 34
262 04834650 Open Source Software Technology 3 3 48
263 04834260 Operating System 4 5 80
264 04830161 Operating Systems (A) 3 4 72
265 04830163 Operating Systems (A)(Honor Track) 3 4 64
266 04830470 Operating Systems (B) 3 4 72
267 04834490 Operating Systems (Honor Tack) 4 5 80
268 04830162 Operating Systems and Labs(Honor Track) 5 6 96
269 04831860 Optical Fiber Communication Systems 2 2 36
270 04832440 Optics 3 3 48
271 04834590 Optimization and Machine Learning in VLSI Design Automation 3 3 48
272 04830800 Optoelectronics 3 3 54
273 04832820 Pattern Recognition and Statistical Learning Models and Methods 3 3 51
274 04833370 Physics for Information Sciences (1) 3 4 68
275 04833371 Physics for Information Sciences (2) 3 4 68
276 04833070 Physics of Semiconductor 4 3 51
277 04834690 Physics of Semiconductor 3 3 51
278 04833250 Picturing Quantum Processes 2 16 32
279 04833730 Place and route labs 2 20 40
280 04834160 Practical skills for frontier research 2 16 32
281 04831951 Practice for Biometrics 1 4 16
282 04830180 Practice for Compiler Design 2 4 64
283 04830495 Practice in Algorithm Design and Implementation 2 2 36
284 04830170 Practice of Data Structure and Algorithm 2 4 72
285 04831750 Practice of Programming in C&C++ 3 4 64
286 04831760 Practice of Programming in C&C++(Honor Track) 3 4 64
287 04831540 Practice on Networking 2 2 36
288 04832651 Principle of Circuit Analysis 0 2 32
289 04832650 Principle of Circuit Analysis 4 3 48
290 04834280 Principle of Communications(Honor Track) 3 3 51
291 04831050 Principle of Integrated Circuits Process 3 3 54
292 04830480 Principle of Microcomputer (B) 3 3 54
293 04830270 Principle of Programming Languages 2 2 36
294 04830720 Principle of Telecommunication 3 3 48
295 04833110 Principles and Practices of Global Innovation 2 2 34
296 04831090 Principles of Analog Integrated Circuits 3 4 72
297 04831030 Principles of Digital Integrated Circuits 3 4 64
298 04832520 Principles of Parallel Programming 2 2 36
299 04833600 Probabilistic Models for Structured Data 2 15 32
300 04832740 Probability and Stochastic Processes 3 3 54
301 04834471 Problem Solving and Programming with Python 3 3 48
302 04831180 Programmable SoC Application Development Laboratory 2 4 64
303 04833840 Programming Design and Algorithm 3 4 68
304 04830520 Programming Practice for ACM/ICPC 2 8 32
305 04834170 Quantum Computing and Quantum Communication 2 16 32
306 04833500 Quantum, Information and Life 2 2 34
307 04832960 Querying Big Data: Thory and Practice 2 8 32
308 04831190 Radio Frequency Integrated Circuit 3 3 54
309 04834010 Randomized algorithms 4 4 68
310 04833880 Rapid Prototyping in Innovations 2 2 34
311 04831940 Rapid prototyping of microfluidics 1 4 16
312 04834520 Reinforment Learning 3 3 51
313 04833720 SOC design labs 2 20 40
314 04832940 Scratch and Computational Thinking 2 2 34
315 04802017 Selected Topics in Social Computing 3 3 51
316 04833750 Self-Driving Car Technology 2 17 32
317 04833180 Semiconductor Device Physics 4 3 51
318 04833181 Semiconductor Device Physics Seminars 0 2 34
319 04834691 Seminar of Semiconductor Physics 0 2 34
320 04833071 Seminar of Semiconductor Physics 0 2 36
321 04832363 Seminar on Introduction to Computer Systems 0 2 32
322 04833821 Seminars on Analysis and Design of Analog Circuits 0 2 34
323 04830070 Set Theory and Graph Theory 3 3 54
324 04833860 Signal Processing and Systems 3 3 54
325 04830670 Signals and Systems 3 3 54
326 04834290 Signals and Systems(Honor Track) 3 4 68
327 04833810 Smart Device Design Project 3 4 64
328 04834450 SoC design flow based on RSIC-V processor 2 20 40
329 04830211 Software Engineering (Honor Track) 3 3 54
330 04833020 Software Analysis 3 3 51
331 04830210 Software Engineering 3 3 54
332 04834220 Software Engineering 4 5 80
333 04834580 Software Engineering (Honor Track) 4 5 80
334 04832191 Software Engineering Practice 2 4 72
335 04832510 Software Engineering Practice (Honor Track) 2 2 32
336 04832860 Software Quality Assurance 2 2 36
337 04830910 Solid State Physics 3 3 54
338 04830510 Statistical Analysis of Language 2 2 32
339 04830550 Storage Technology Foundations 2 2 36
340 04833461 Study and Practice on Topics of Frontier Computing (II) 3 3 48
341 04833460 Study and Practice on Topics of Frontier Computing(I) 3 3 48
342 04833010 Technology Innovation and Enterpreneurship 2 2 34
343 04831320 The Brain and Cognitive Science 2 2 36
344 04833930 The Frontier of Terahertz Technologies 2 2 34
345 04811250 The Progress in ExperimentalAtomic Physics 3 3 51
346 04834070 The Social Implications of Computing 2 2 32
347 04830042 The practicum of the instroduction of computing A 0 2 32
348 04833910 Theoretical Foundations in Blockchain Technology 3 3 48
349 04802019 Theories, models and methods of computational vision 3 3 51
350 04831230 Theory of Automatic Control 2 2 36
351 04830870 Thermodynamics and Statistical Physics (B) 3 3 48
352 04833210 Thking In Programming 3 3 51
353 04834320 To be a better man in PKU 1 2 16
354 04834730 Tutorial Practice of Deep Learning Algorithms 2 2 32
355 04833950 Tutorial of ICS LABs 0 2 32
356 04834370 Virtual Reality Technology 2 16 32
357 04832192 Web Data Mining 2 2 36
358 04830300 Web Software Technology 3 3 54
359 04833120 Wireless Networking 2 15 30
360 04832330 Workshop on Engineering Research Methodologies 2 15 32
361 04833230 communications: Link of world 2 2 34
362 04814150 computer vision 3 3 51
363 04831444 foundations of Computer application 3 4 68
364 04831432 foundations of Computer application (1) 3 3 54
365 04833850 fundamentals of Internet of Things 3 4 64
366 04833310 logic synthesis labs 2 20 40
367 04834350 medicine in a nutshell: entering the IT era 2 2 34
368 04832280 the C++ Programming Language 3 3 48