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Latent Variable Methods for Engineering: CHE 765

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Class materials Overview (introduction to latent variable methods) Review of core concepts 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      Supplementary readings

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

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