Guanqun Yang 杨冠群
Ph.D. Candidate in Computer Science @ Stevens Institute of Technology
The following is a list of courses I am taking or have taken at UCLA and Northeastern University, China.
UCLA Courses
Electrical and Computer Engineering Courses
ECE 146, Introduction to Machine Learning by Prof. Suhas Diggavi
ECE 205A, Matrix Analysis by Dr. Ameesh Pandya
ECE 214A, Digital Speech Processing by Prof. Abeer Alwan
ECE 219, Large-scale Data Mining: Models and Algorithms by Prof. Vwani P. Roychowdhury
ECE 230A, Detection and Estimation in Communication by Prof. Kung Yao
ECE 232E, Large Scale Social and Complex Networks: Design and Algorithms by Prof. Vwani P. Roychowdhury
ECE 236A, Linear Programming by Prof. Christina Fragouli
ECE 236B, Convex Optimization by Prof. Lieven Vandenberghe
ECE 236C, Optimization Methods for Large-Scale Systems by Prof. Lieven Vandenberghe
ECE 239AS, Special Topics in Signals and Systems: Neural Networks and Deep Learning by Prof. Jonathan Kao
Statistics Courses
Computer Science Courses
Northeastern University (China) Courses
Maths Courses
Univariate and Multivariate Calculus
Probability Theory and Mathematical Statistics
Linear Algebra (one of my favorite courses)
Complex Analysis and Integral Transform
Numerical Analysis
Mathematical Modeling (another fascinating course)
Computer Science Courses
Principle of Micro-Controllers
C Programming
Algorithm and Data Structures
Introduction to Evolutionary Computing
Signal and Circuits Courses
Principle of Circuits
Principle of Analog Circuits
Principle of Digital Circuits
Digital Signal Processing
Principle of Electric Machines and their Drives
Control Courses
Principle of Automatic Control
Modern Control Theory
Process Control Theory
Control System of Electric Drives
Programmable Logic Controllers and its Application
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