Difference between revisions of "Main Page"

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1: [[Overview class | Course overview and introduction to latent variable methods]]
1: [[Overview class | Course overview and introduction to latent variable methods]]


2,3: [[Principal Component Analysis | Principal component analysis]] (PCA)
2,3,4: [[Principal Component Analysis | Principal component analysis]] (PCA)


4: [[Process monitoring| Application of PCA to process monitoring]]
4,5: [[Process monitoring| Application of PCA to process monitoring]]


5: [[Projection to Latent Structures| Projection to latent structures]] (PLS)
6: [[Projection to Latent Structures| Projection to latent structures]] (PLS)


6,7,8 [[Applications of Latent Variable Methods| Applications of latent variable methods]]
7,8,9 [[Applications of Latent Variable Methods| Applications of latent variable methods]]


9,10 [[Dealing with 3D data|Dealing with 3D data]]: batch and image data
10 [[Dealing with 3D data|Dealing with 3D data]]: batch and image data


11 [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
11 [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources

Revision as of 01:32, 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

2,3,4: Principal component analysis (PCA)

4,5: Application of PCA to process monitoring

6: Projection to latent structures (PLS)

7,8,9 Applications of latent variable methods

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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