TBSI Course List 

Course Title

Course No.

Power Systems and Market Operations

Large Network Steady-State Analysis

Optimization Methods for Power Systems

Numerical algorithms for nonlinear optimization and machine learning

Introduction to Nonlinear Optimization

Reinforcement Learning for Energy Systems

Introduction of Smart Grid

Distributed Control and Optimization of Power Systems

Computational Methods for Electric Power Systems

Estimation and Control of Dynamical Systems

System Miscellanies

Discrete-Event Simulation

Mathematical Statistics and Application in R

Analysis and Optimization on Logistics System

ITS and High-accuracy Positioning Technologies

Traffic Modeling and Simulation

Introduction to Queuing Theory and Its Applications

Operations Research

Supply Chain Design and Management

Introduction to Advanced ITS

Advanced Managerial Economics

Introduction to Quantitative Investment

Flexible sensing technology and application

MEMS and Its Application

Micro Sensors

Data communication networks

Opto-electronic Materials & Devices

Introduction of Photonic

Optical Fiber Communications

Special Issues in Semiconductor OPTO-Electronic Device Manufacture

Machine Learning

Bayesian Learning and Data Analysis

Random Processes

Time Series Analysis

Resilience-based Engineering of Smart Infrastructure Systems

Hybrid System Design for Smart City

Advanced Signal Processing: Methods and Practice

Nanogenerators and Self-powered Systems

Introduction to Probability Theory

Learning from Data

Seminar in Data Science and Information Technology

Large Deviation and High Dimensional Statistics

Information Theory and Statistical Learning

Introduction to Transfer Learning

Error-correcting Codes for Communication and Storage Systems

Stochastic Calculus and Financial Applications

Optimization Theory and Machine Learning

Markov Chains: Theory and Applications

Machine Learning, with Application to Medical and Financial Data

Data Science and Information Science

Foundations for Big Data Analytics

Computational Photography

Fundamentals of Digital Image and Video Processing

Computational Principles for High-dimensional Data Analysis

Geometry and Learning for 3D Vision

Advanced Multimedia System

Introduction to Artificial Intelligence of Things