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Latent Variable Methods for Engineering: CHE 765

Administrative Course outline Location and hours Course videos (last update: 28 October) Copyright and other legal stuff Announcements The next class, 4 November, starts at 16:00 Source code for the model comparisons is posted. Assignment 4 is posted. Please hand it in at the next class. I've updated the page about your course project. If you have MATLAB on your laptops, please download and install MACCMIA for the next class (not too serious if you can't get it installed).

Class materials 1: Course overview and introduction to latent variable methods 2,3,4: Principal component analysis (PCA) 4,5: Application of PCA to process monitoring 6: Projection to latent structures (PLS) 7,8 Applications of latent variable methods 9,10 Dealing with 3D data: batch and image data 11 Multiblock data analysis: dealing with data from multiple sources 12 Optimization and new product development 13 Course project presentations Recorded videos of all classes (last update: 28 October) References and readings

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

Course calendar