Pei-Xuan Li

Pei-Xuan Li

Teaching

Data Engineering for Smart Cities, CCE 5502, NCKU-EE

Teaching assistant of graduate course, National Cheng Kung University, Department of Electrical Engineering, 2023

This is a project-based course built on industry-government-academic collaboration. It combines data science theory with practical applications, focusing on real-world challenges proposed by city government departments. Throughout the semester, students work in interdisciplinary teams to solve data-driven problems using methods such as data preprocessing, exploratory analysis, predictive modeling, and result visualization. The course emphasizes teamwork, communication with non-technical stakeholders, and iterative development, aiming to equip students with both technical skills and the ability to apply them effectively in real-world urban scenarios. During this semester, we have been focusing on the Department of Health’s dengue project.

Data Engineering for Smart Cities, CCE 5502, NCKU-EE

Teaching assistant of graduate course, National Cheng Kung University, Department of Electrical Engineering, 2022

This is a project-based course built on industry-government-academic collaboration. It combines data science theory with practical applications, focusing on real-world challenges proposed by city government departments. Throughout the semester, students work in interdisciplinary teams to solve data-driven problems using methods such as data preprocessing, exploratory analysis, predictive modeling, and result visualization. The course emphasizes teamwork, communication with non-technical stakeholders, and iterative development, aiming to equip students with both technical skills and the ability to apply them effectively in real-world urban scenarios. During this semester, we collaborated with five government departments on seven projects, including the prediction of fire and emergency response success rates, the development of a roadside parking diversion system, and the forecasting of property tax rates.

Discrete Mathematics, EE 4600, NCKU-EE

Teaching assistant of undergraduate course, National Cheng Kung University, Department of Electrical Engineering, 2021

As the teaching assistant for this course, I was responsible for guiding students, providing support in problem-solving, and grading assignments and exams. <!– This is a description of a teaching experience. You can use markdown like any other post.