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From Latent Variable Methods in Engineering

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Latent Variable Methods for Engineering: CHE 765

Administrative

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Announcements

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Class materials

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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

References and readings

Assignments, projects and datasets

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Assignments

Assignment 1
Assignment 2
Assignment 3
Assignment 4

Project

Course project description

All course datasets

Course calendar

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