Difference between revisions of "Main Page"

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'''Announcements'''
'''Announcements'''
* '''[[Principal_Component_Analysis| Course notes for 16 September]]''' are ready for download
* [[Principal_Component_Analysis| Course notes for 16 September]] are ready for download
* [[Principal_Component_Analysis#Class_preparation | Preparation for class 3]] (23 September)
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Revision as of 14:32, 17 September 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements


Class materials
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1: Course overview and introduction to latent variable methods

2,3: Principal component analysis (PCA)

4: Application of PCA to process monitoring

5: Projection to latent structures (PLS)

6,7,8 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

Assignments, projects and datasets
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Assignments

  • Assignment 1
  • Assignment 2
  • Assignment 3
  • Assignment 4

Project

  • Course project description

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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