Difference between revisions of "Main Page"

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


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


10 [[Dealing with 3D data|Dealing with 3D data]]: batch and image data
9,10 [[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 14:00, 30 October 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

2,3,4: 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

Assignments, projects and datasets
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Assignments

Project

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Course calendar

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