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School of Electronics Engineering and Computer Science
No. COURSE ID COURSE NAME CREDITS HOURS PER WEEK TOTAL HOURS
1 04814110 3-D Visual Information Processing 3 3 54
2 04802041 40 Years Distributed Systems Research 2 16 32
3 04803013 AI Computing Systems 2 16 32
4 04813140 ASIC Design Methodology 3 3 54
5 04804015 Advance Topic on Deep Learning 2 2 32
6 04812700 Advanced Compiler Techniques 3 3 54
7 04811370 Advanced Computational Electroma 3 3 54
8 04812020 Advanced Computer Architecture 3 3 54
9 04814560 Advanced Computer Graphics 3 3 51
10 04812360 Advanced Computer Graphics 3 3 54
11 04802056 Advanced Computer Networks 3 3 48
12 04811060 Advanced Course of Electron Physics 3 3 54
13 04811050 Advanced Electromagnetic Theory 3 4 72
14 04802018 Advanced Graphics Computing 3 3 54
15 04811170 Advanced Integrated Optics - Theory & Technology 3 3 54
16 04812490 Advanced Logics 3 3 54
17 04802006 Advanced Machine Learning 2 20 40
18 04804012 Advanced Machine Learning: Online Learning and Optimization 2 16 32
19 04812390 Advanced Mathematical Statistics 3 3 54
20 04813260 Advanced Microfabrication Technologies and Microsystem Integration 3 3 54
21 04811982 Advanced Natural Language Processing 3 3 54
22 04812100 Advanced Operating System 3 3 54
23 04811121 Advanced Optical Fiber Transmission Systems: Theory and Technology 3 3 54
24 04801002 Advanced Optoelectronics Experiments 3 3 54
25 04811120 Advanced Quantum Mechanics 3 4 72
26 04813050 Advanced Semiconductor Device Technology 3 3 54
27 04802005 Advanced Seminar on Web Search and Mining 2 8 36
28 04832350 Advanced Statistical Analytics and Business Intelligence 3 3 48
29 04802003 Advanced Statistical Analytics and Business Intelligence 3 3 54
30 04812000 Advanced Technical Topics 3 3 54
31 04803007 Advanced Technologies and Experiments for Materials Characterizations 3 3 48
32 04812143 Advanced Technologies on Software Engineering 2 8 32
33 04812133 Advanced Technology of Networking and Information system 3 15 54
34 04802034 Advanced Topics in Computer Vision 3 3 48
35 04814600 Advanced Topics in Computer Vision 3 3 54
36 04802040 Advanced Topics in Foundations of Databases 2 16 32
37 04802043 Advanced Topics of Text Mining in Big Data: Applications and Practice 3 3 48
38 04802008 Advanced Topics on the Writing of Research Papers 1 18 18
39 04801006 Advanced information processing: theory and method 2 2 36
40 04812110 AdvancedSoftware Engineering 3 3 54
41 04812183 Advances in Methods for Software Development 2 18 36
42 04803004 Advances in Microfluidics/Nanofluidics 3 3 54
43 04812520 Agent Technology 3 3 54
44 04804004 Algorithmic Game Theory 2 16 36
45 04833450 Algorithms in Game AI 3 3 48
46 04801012 An introduction to solid state quantum computation: theory and experiments 3 3 54
47 04813040 Analysis and design of Analog VLSI 3 3 54
48 04813010 Analysis and design of Digital VLSI 3 3 54
49 04812030 Analysis of Algorithms and Theory of Computational Complexity 3 4 72
50 04814590 Analysis of Complex Networks 3 3 54
51 04813130 Analysis of Crystal Microstructure 3 3 54
52 04811480 Application of Software Engineering in Telecommuication 3 3 54
53 04801016 Applications of Digital Communications 2 2 32
54 04802042 Applied Algorithms 2 16 32
55 04804016 Applied Numerical Analysis 3 3 48
56 04812050 Artificial Intelligence 3 3 54
57 04812163 Artificial Intelligence Advanced Technique Subject 2 8 32
58 04814300 Artificial Intelligence:A Modern Approach 3 3 54
59 04814210 Artificial Neural Network and Machine learning 3 3 54
60 04804006 Auditory Information Processing 3 3 54
61 04812122 Bayesian Data Analysis 3 3 54
62 04802012 Big Data Management in Internet 3 3 54
63 04802046 Blockchain Technology and Applications 2 2 32
64 04811161 Broadband Communication Networks: Theory and Technologies 2 2 36
65 04813250 CMOS RF Integrated Circuits Design 3 3 54
66 04812703 Career Planning & Leadership Development 2 2 36
67 04831840 Career Planning & Leadership Development 2 2 32
68 04811163 Circuit Design 2 8 32
69 04803014 Clinical Micro/nanosystem 3 3 48
70 04802033 Cloud Computing and Big Data 2 2 32
71 04803003 Compound Semiconductors and Devices 3 3 54
72 04814532 Computational Intelligence 3 3 54
73 04812160 Computational Linguistics 3 3 54
74 04813100 Computational Microelectronics 3 3 54
75 04802024 Computational Photography 3 3 54
76 04833590 Computational Social Science 2 2 32
77 04802019 Computational Vision 3 3 54
78 04802027 Computer Ethics 2 18 36
79 04833940 Computer Generated Imagery and Visual Effects 3 3 48
80 04802038 Computer Graphics and Advanced Topics 2 16 32
81 04812140 Computer Graphics and Multimedia 3 3 54
82 04802058 Computer System Securit 3 3 48
83 04814150 Computer Vision 3 3 54
84 04811440 Computer-aided Structured Predication 3 3 54
85 04802047 Convex Optimization and Network Flows 3 3 48
86 04812510 Cryptography 3 3 54
87 04814350 Data Mining 3 3 54
88 04802055 Data Stream Algorithms 3 3 48
89 04804013 Data Visualization 3 3 48
90 04814320 Data Warehouse and OLAP 3 3 54
91 04811971 Database Administration and Performance Tuning 2 3 54
92 04833760 DeeCamp AI Training 3 30 120
93 04802052 Deep Generative Models 3 3 48
94 04833630 Deep Learning 2 32 32
95 04833680 Deep Learning in Action: Computer Vision 2 6 32
96 04802053 Deep Reinforcement Learning and Multi-Agent Reinforcement Learning 3 3 48
97 04833620 Design Informatics 2 18 36
98 04832720 Design Principles of Programming Languages 3 3 48
99 04802009 Design Principles of Programming Languages 3 3 54
100 04813110 Design for Testability of VLSI 3 3 54
101 04803001 Device Design and Applications for Modern Integrated Circuits 3 3 54
102 04813280 Device physics of MOS Transistor and Circuit Model 3 3 51
103 04811220 Digital Communications 4 4 72
104 04811181 Digital Holography 3 3 54
105 04811300 Digital Holography 2 2 36
106 04814120 Digital Image Processing 3 3 54
107 04812170 Digital Image Processing 3 3 54
108 04811400 Digital Signal Processing (2) 3 3 54
109 04814230 Digital Signal processing and arithmetic implement 3 3 54
110 04814160 Digital Video Processing 3 3 54
111 04811110 Discrete Mathematics 3 4 72
112 04812040 Distributed systems concepts and design 3 3 54
113 04802051 Distributed Machine Learning: Theory and Systems 3 3 48
114 04833670 Distributed Software Development 2 18 32
115 04811141 Electrical Measurements of Nanodevices 3 3 54
116 04801015 Electromagnetic Big Data: Theories And Algorithms 3 3 54
117 04811470 Electron Emission & Electron Spectromeler 2 3 54
118 04811210 Electronic Microscopy 3 3 54
119 04802031 Emerging Technologies in Wireless Networking 2 18 36
120 04834270 Flexible Electronics 3 3 48
121 04803015 Flexible Electronics 3 3 48
122 04811790 Formal Languages and Automata 3 3 54
123 04812150 Formal Semantics of Programming Languages 3 3 54
124 04801011 Foundation for Microwave Engineering 3 3 54
125 04811540 Foundation of Optic Electronics 3 3 54
126 04811360 Foundation of Optical networks 3 3 54
127 04801014 Foundations for Terahertz Science and Technology 2 2 32
128 04802035 Frontier of Software Engineering Research 3 3 48
129 04802028 Frontier of System Software Research 3 3 54
130 04804001 Frontiers & Readings in Visualization and Visual Analytics 3 3 54
131 04811460 Fundament of Molecular Electronics 3 3 54
132 04811390 Fundamental Theory and Design of Antennas 3 3 54
133 04833570 Fundamentals of Artificial Intelligence 2 16 32
134 04811100 Fundamentals of Group Theory and Advanced Algebra 3 3 54
135 04802020 Fundamentals of Machine Learning 3 3 54
136 04801013 Fundamentals of Materials Science and Engineering 3 3 48
137 04811160 Fundamentals of Photonics 2 2 36
138 04811171 Fundamentals of Photonics 3 3 54
139 04812080 Fundamentals of Theoretical Computer Science 3 3 54
140 04813210 Fundmental Nanoelectronical Devices 2 2 54
141 04814330 GeoInfomatics 3 3 54
142 04814550 Geometric Modeling and Visual Computing: Theory and Applications 2 8 36
143 04802049 Graph Neural Networks 3 3 48
144 04802045 Graph Signal Processing 3 3 48
145 04802026 Health Informatics —— Big Data Approach 2 18 36
146 04802022 Heterogeneous Computing 3 3 54
147 04813070 High Level Logical Synthesis of Digital System 3 3 54
148 04804007 How to do - and how not to do - research in databases 2 18 36
149 04812112 Human Computer Interaction: theory and techniques 3 3 54
150 04802025 Human and Societal aspects of Interaction Design 2 16 36
151 04811340 Image Coding and Processing 3 3 54
152 04804009 Image Understanding 3 3 48
153 04802029 Image and Video Based 3D Reconstruction 2 2 36
154 04801008 In-situ Electron Microscopy and its Applications 4 4 72
155 04812440 Information Retrieval and Digital Libraries 3 3 54
156 04832850 Innovative Product Engineering Process 3 3 48
157 04803005 Innovative Product Engineering Process 3 3 48
158 04803009 Integrated Circuit Testing Lab Exercises Based on ATE 2 6 54
159 04814380 Intelligent Information Retrieval and Web Search 3 3 54
160 04802044 Intelligent Optimization Methods and Their Applications 3 3 48
161 04814140 Intelligent robotics 3 3 54
162 04812070 Introduction to Formal Languages and Automata 3 3 54
163 04801009 Introduction of Solid-state Quantum Devices 3 3 54
164 04811000 Introduction to Chemistry of Nanomaterials and Nanodevices 3 4 72
165 04814400 Introduction to Cognitive Science 3 3 54
166 04814000 Introduction to Information and Intelligent Science 3 3 54
167 04803012 Introduction to Organic Electronics 3 3 48
168 04811961 Introduction to eFinance 3 3 54
169 04811010 Lab Training 2 2 36
170 04811310 Laboratory Skills of Fiber-Optic Communications 3 3 54
171 04811190 Laser Principle and technique 3 3 54
172 04811180 Laser Spectroscopy 3 3 54
173 04804011 Leading Edge of Artificial Intelligence and Industry Trend 1 1 16
174 04810030 Literature Review 3 3 54
175 04833310 Logic Synthesis Labs 2 20 40
176 04833740 Logic Verification Methodology 2 20 40
177 04802037 Logic and Verification 2 16 32
178 04813090 Low Power Design for CMOS Intergrated Circuits 3 3 54
179 04813190 MEMS Devices and Design 3 3 54
180 04804003 Machine Learning 3 3 54
181 04833580 Machine Learning in Computer Vision 2 2 32
182 04801021 Machine learning in communication and sensing 3 3 48
183 04813290 Management of Intellectual Property for IT Enterprises 2 2 36
184 04812181 Managing and Mining Large Graph Data 3 3 54
185 04804002 Manifold Learning and Sparse Representation 3 3 54
186 04812153 Many-Core Programming 1 8 16
187 04813160 Materials of Microelectronics 3 3 54
188 04800010 Methodology and Practice for Scientific Research 2 2 36
189 04813300 Metrology for Micro- and NanoTechnology 3 3 54
190 04811012 Micro-and Nano-fabrication and applications 4 4 72
191 04813080 Microelectromechanical System 3 3 54
192 04803008 Microelectronics and MEMS/NMES Packaging 3 3 48
193 04801019 Microwave Photonics 3 3 48
194 04811172 Mobile Communication Systems 2 2 36
195 04804010 Mobile Computer Vision 3 3 48
196 04812470 Mobile Computing Technology 3 3 54
197 04811490 Mobile and wireless networks and application 2 3 54
198 04811830 Mobile computing and Wireless network 3 3 54
199 04812172 Models and Methods in Computational Vision 2 2 36
200 04802013 Modern Graph Theory 3 3 54
201 04802014 Modern Processor Design 3 3 54
202 04811840 Modern nanoelectronic devices-structure,principle and related phenomena 3 3 54
203 04802032 Molecular Machine and Nano-Intelligence(DNA) 3 3 48
204 04802021 Multi-Core Memory System Architecture 3 3 54
205 04802011 Multimedia Data Communication Networks 3 3 54
206 04814340 Multimedia Information Systems 3 3 54
207 04811123 Nano-Optoelectronics 3 3 54
208 04811040 Nanoelectronics 3 3 54
209 04803006 Nanoionics 3 3 54
210 04813060 Nanometer Semiconductor Devices 3 3 54
211 04804017 Network Representation Learning 3 3 48
212 04812680 Network Hacking and Defense: Technology and Practice 3 3 54
213 04812130 Network and Information Security 3 3 54
214 04802004 Networks: Theory and Application 2 2 36
215 04804008 Neural Networks and Deep Learning 3 3 54
216 04813020 New Technology of VLSI 3 3 54
217 04803017 Novel Computing Architectures 3 3 48
218 04812010 Object Oriented Analysis and Design 3 3 54
219 04811410 Optical Fiber Communication 3 3 54
220 04811500 Optical signal processing 3 3 54
221 04811852 Optimization For Circuit Design 3 3 54
222 04804014 Optimization Methods in Machine Learning 3 3 48
223 04813030 Organization and Design of Microprocessor 3 3 54
224 04814630 PKU Visualization Summer School 3 60 60
225 04812090 Parallel Computing 3 3 54
226 04812230 Parallel Computing:Programming, Algorithm and Technology 3 3 54
227 04814130 Pattern Recognition 3 3 54
228 04812060 Petri Net 3 3 54
229 04811151 Physical Properties and Front of Nano-optoelectronic Devices 3 3 54
230 04813000 Physics of Semiconductor Devices 3 3 54
231 04802039 Picturing Quantum Processes 2 16 32
232 04833730 Place and Route Labs 2 20 40
233 04803016 Power Semiconductors and Power Management 3 3 48
234 04834160 Practical Skills for Frontier Research 2 16 32
235 04811320 Principle and Techniques of Scanning Probe Microscopy 3 3 54
236 04812120 Principle and Technology of Database Systems 3 3 54
237 04801017 Principle of Digital Communications 2 4 32
238 04811430 Principle of Quantum Frequency Standard 3 3 54
239 04811111 Principles and Technologies of Broadband Access Networking 2 2 36
240 04811290 Principles of Communication Network 3 3 54
241 04814310 Principles of Database and Knowledge-base Systems 3 3 54
242 04801010 Principle,design and application development of sensors 3 3 54
243 04804005 Probabilistic Graphical Models and their Applications in Computer Vision 3 3 54
244 04814270 Probability Statistic and Stochastic Process 3 3 54
245 04810000 Project Laboratory 3 3 54
246 04804018 Python Based Principle and Application of Big Data Analysis 2 2 32
247 04801850 Qualification Examination 3 3 54
248 04802023 Quantitative Analysis on Open Source Software 3 3 54
249 04801022 Quantum Magnetometry 3 3 48
250 04811140 Quantum Optics 3 3 54
251 04811173 Quantum Optics and Applications to Quantum Information 2 6 36
252 04811130 Quantum Theory of Solids 4 4 72
253 04802050 Reinforcement Learning: Theory and Practice 3 3 48
254 04813150 ReliabilityPhysics of semiconductor Devices 3 3 54
255 04833720 SOC Design Labs 2 20 40
256 04801018 Scientific Writing 2 3 48
257 04813230 Scientific research trainning 2 2 54
258 04802017 Selected Topics in Social Computing 3 3 54
259 04802001 Semantic Computing and Knowledge Retrieval 3 3 54
260 04811990 Semantic Web and Digital Libraries 3 3 54
261 04813120 Semiconductor Theory 3 3 54
262 04811610 Seminar on Applied Electronics 1 2 36
263 04811590 Seminar on Communication & Information Systems 1 2 36
264 04811600 Seminar on Quantum Electronics 1 2 36
265 04811101 Seminar on advanced technolongy of optical communications 3 3 54
266 04811580 Seminar on the Electronic Physics 3 3 54
267 04814580 Sensor Network and Data Stream Analysis 3 3 54
268 04812640 Service-oriented Computing 3 3 54
269 04811200 Signal Detection and Estimation 3 3 54
270 04811131 Silicon Photonics 3 3 54
271 04801001 Silicon Photonics 3 3 54
272 04801003 Silicon Photonics Technology and Applications 3 27 54
273 04811150 Simulation of Communication systems 3 3 54
274 04814572 Smart Sensors: Theory and Applications 3 3 54
275 04833020 Software Analysis 3 3 48
276 04802010 Software Analysis 3 3 54
277 04812330 Software Architecture 3 3 54
278 04812180 Software Design Tools 3 3 54
279 04802059 Software Foundations: Theory and Practice 3 3 48
280 04812540 Software Metrics 3 3 54
281 04812210 Software Project Management 3 3 54
282 04802002 Software Testing and Analysi 3 3 54
283 04811152 Solar Cells and the Application 3 3 54
284 04812670 Solutions Engineering 3 3 54
285 04812290 Spatial Information System 3 3 54
286 04812690 Spatial and Multimedia Databases 3 3 54
287 04814200 Speech Signal processing 3 3 54
288 04811380 Spread Spectrum Technologies 3 3 54
289 04814620 Statistical Learning Theory 3 3 54
290 04812660 Statistical Machine Learning 3 3 54
291 04811070 Stochastic Process 3 4 72
292 04800020 Study of Domain Frontier 3 3 54
293 04814650 Summer School of MEMS Advanced Technology 2 35 70
294 04811450 Surface Physical Electronics 3 3 54
295 04801005 Surface Science and Analysis Techniques 3 3 54
296 04814640 Swarm Intelligence and Its Cutting Edges 2 32 32
297 04813180 System Design and IP 3 3 54
298 04811020 Teaching Practice 2 2 36
299 04812620 Teaching Practice 2 3 54
300 04813220 Teaching Practise 2 2 54
301 04802015 Technique and Application of Deep Learning 3 3 54
302 04801007 Technology Entrepreneurship 2 2 36
303 04833010 Technology Innovation and Enterpreneurship 2 2 32
304 04802036 Technology Innovation and Enterpreneurship 2 2 36
305 04814170 Technology of Virtual Reality 3 3 54
306 04801004 The Finite Element Methods 2 2 36
307 04813170 The Hardware Design of Computer Arithmetic 3 3 54
308 04811250 The Progress in ExperimentalAtomic Physics 3 3 54
309 04802030 The Theories and Algorithms of Multimedia Information Retrieval 3 3 54
310 04802057 Theoretical Foundations in Blockchain Technology 3 3 48
311 04833910 Theoretical Foundations in Blockchain Technology 3 3 48
312 04812630 Theories and applications of Biometrics Computing 3 3 54
313 04811030 Theory of Acoustics 4 4 72
314 04811080 Theory of Atomic structure and Spectra 3 3 54
315 04811090 Theory of Information and Coding 3 4 72
316 04812370 Theory of Software Modeling and UML 3 3 54
317 04814610 Topics in Computer Vision --- Visual motion analysis 2 7 36
318 04802007 Topics on Computer Architecture 2 11 36
319 04801020 Topological Photonics 3 3 48
320 04811420 Transducer- and array designs 3 3 54
321 04803010 Two Dimensional Materials and Devices 2 2 32
322 04810621 ULTRAFAST OPTICS 3 3 54
323 04802016 Ubiquitous Computing and Big Data 3 48 48
324 04812600 Ubiquitous Computing and Semantic Web 3 3 54
325 04811260 Ultrahigh Vacuum Technique of Spectrometer 2 2 36
326 04811230 Ultrasonics 3 3 54
327 04811240 Underwater Acoustics 3 3 54
328 04802054 Urban Data Mining and Machine Learning Applications 3 3 48
329 04811270 VHDL: Design, Simulation, and Synthesis 3 6 108
330 04811280 VHDL: Design, Simulation, and Synthesis 3 3 54
331 04803011 Vibrational MEMS/NEMS Sensors: Fundamentals, Design and Applications 3 3 54
332 04812102 Video Coding and Understanding 3 3 54
333 04814510 Visual Geometry Computing 3 3 54
334 04814370 Web Repository Technique 3 3 54
335 04812610 Web Service Technology 3 3 54
336 04814540 Web information processing 3 3 54
337 04812190 Web-based Information Architecture 3 3 54
338 04811350 Wireless communication 2 2 36
339 04803000 Workshop on Engineering Research Methodologies 2 16 32
340 04812550 XML Data Management 3 3 54
341 04812052 text Mining 3 3 54