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Latent Variable Methods for Engineering: CHE 765

Administrative Course outline Location and hours Course videos Copyright and other legal stuff Announcements Course videos are slowly being added (it takes about 4 hours to process and convert 1 hour of video) Reading for next class Link to software download (version 11.08) Linear algebra topics you should be

Class materials Overview (introduction to latent variable methods) Principal component analysis (PCA) Projection to latent structures (PLS) Applications of latent variable methods Dealing with 3D data: batch and image data Multiblock data analysis: dealing with data from multiple sources Review of core concepts References and readings

Assignments, projects and datasets Assignments Assignment 1 Assignment 2 Assignment 3 Assignment 4 Project Course project description All course datasets

Course calendar