Difference between revisions of "Main Page"

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* [[Course outline | Course outline]]
* [[Course outline | Course outline]]
* [[Course location and hours | Location and hours]]
* [[Course location and hours | Location and hours]]
* [[Course videos| Course videos ]] (last update: 9 September)
* [[Course videos| Course videos ]] (last update: 16 September)
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
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Revision as of 13:23, 18 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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