Data analysis in chemical engineering

Course Description:
This course studies the foundation materials in probability and static inference. This course studies the design to help the student for the understanding of the elementary probability theory and apply it to analyze statistical problems, and covers the role of statistics in engineering.

Course Outline:
Chapter 1: introduction to statistics and data visualization, chapter 2: theoretical foundation for statistical analysis, chapter 3: regression, chapter 4: design of experiments.