CHEMENG 4H03 - Big Data Methods and Modeling in Chemical and Materials Engineering

3 unit(s)

Review of multivariate statistics. Acquiring, interpreting and processing large data sets. Introduction to dimensional reduction techniques such as principal component analysis (PCA) and projection of latent structures (PLS). Introduction to Artificial Neural Networks. Introduction to data clustering. Chemical and materials engineering applications.
Three lectures; one term
Prerequisite(s): One of COMMERCE 2QA3, STATS 3Y03, MATLS 3J03, IBEHS 4C03 or HTHSCI 2A03 or permission of the Department