Courses Detail Information

ME4550J – Introduction to Data-driven Engineering Design


Youyi Bi

Credits: 3

Pre-requisites: ENGR1000J, ENGR1010J, ME2500J


Course Topics:

Introduction to the fundamental theories and techniques of data-driven engineering design, extracting insights from large datasets to support decision-making in product/system design, quantitative methods for customer preference modeling, discrete choice analysis, data analysis and visualization, text mining, supervised/unsupervised learning, deep/reinforcement learning, network analysis; model evaluation, validation and improvement.