Difference between revisions of "Main Page"

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* [[Assignment 1]]
* [[Assignment 1]]
* [[Assignment 2]]
* [[Assignment 2]]
* Assignment 3
* [[Assignment 3]]
* Assignment 4
* Assignment 4
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Revision as of 00:33, 6 October 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • Assignment 3 is posted (due at class 5)
  • Activate your 1 year academic software license by emailing academic.promv@prosensus.ca (don't use the address shown in the software).
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

Project

  • Course project description

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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