Difference between revisions of "Main Page"

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


13 [[Process optimization and new product development]]
13 [[New product development and reformulation]]


14 [[Course project presentations]]
14 [[Course project presentations]]

Revision as of 23:41, 4 December 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • The teaching part of the course for 2011 is complete. You can view all the class videos.
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 Dealing with image data

10 Applications of latent variable methods: Classification

11 Dealing with batch data

12 Multiblock data analysis: dealing with data from multiple sources

13 New product development and reformulation

14 Course project presentations

Assignments, projects and datasets
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Assignments

Project

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Course calendar

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