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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 The course starts on 9 September, in JHE 342 at 14:00. Important: all students registered for this course: please email me a short paragraph about yourself (your background, research interests, etc) and why you want to take this course. I will use this information to make sure the course is relevant to you. Please do this before 9 September - thanks.

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      [and readings]

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

Course calendar