1
社交和網(wǎng)絡計算
Social and Web Computing
2
數(shù)據(jù)驅動建模:從傳感器數(shù)據(jù)中學習
Data-driven Modeling: Learning from Sensor Data
3
移動自主事物的無線連接
Wireless Connectivity for Mobile Autonomous Things
4
物理信息機器學習簡介
Introduction to Physics-informed Machine Learning
5
面向物聯(lián)網(wǎng)的霧/邊緣/云計算
Fog/Edge/Cloud Computing for IoT
6
物聯(lián)網(wǎng)本地化
Localization for IoT
7
面向物聯(lián)網(wǎng)的新興無線技術
Emerging Wireless Technologies for IoT
8
離散時間信號處理基礎
Fundamentals of Discrete-Time Signal Processing
9
無線通信基礎
Fundamentals of Wireless Communications
10
通信網(wǎng)絡:理論、模型和協(xié)議
Communication Networks: Theory, Models, and Protocols
11
先進的網(wǎng)絡系統(tǒng)
Advanced Networked Systems
12
增量學習和自適應信號處理
Incremental Learning and Adaptive Signal Processing
13
凸和非凸優(yōu)化 I
Convex and Nonconvex Optimization I
14
凸和非凸優(yōu)化 II
Convex and Nonconvex Optimization II
15
系統(tǒng)安全與隱私:理論與應用
Systems Security and Privacy: Theory and Applications
16
獨立學習
Independent Study
17
物聯(lián)網(wǎng)專題
Special Topics in Internet of Things
18
高級深度學習
Advanced Deep Learning
19
深度強化學習
Deep Reinforcement Learning
20
數(shù)據(jù)挖掘的基礎
Foundations of Data Mining
21
數(shù)據(jù)科學中的數(shù)據(jù)挖掘和知識發(fā)現(xiàn)
Data Mining and Knowledge Discovery in Data Science
22
數(shù)據(jù)科學與分析基礎
Foundation of Data Science and Analytics
23
數(shù)據(jù)探索和可視化
Data Exploration and Visualization
24
科學、技術和創(chuàng)新政策
Science, Technology and Innovation Policy
25
城市科學
Science of Cities