Difference between revisions of "Main Page"

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1: [[Overview class | Course overview and introduction to latent variable methods]]
2,3,4: [[Principal Component Analysis | Principal component analysis]] (PCA)
4,5: [[Process monitoring| Application of PCA to process monitoring]]
6: [[Projection to Latent Structures| Projection to latent structures]] (PLS)
7,8 [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Soft sensors; Advanced preprocessing
9 [[Dealing with image data|Dealing with image data]]
10 [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Classification
11 [[Dealing with batch data|Dealing with batch data]]
12 [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
13 [[New product development and reformulation]]
14 [[Course project presentations]]


{|
! Class
! Topic
|-
| 1
| [[Overview class | Course overview and introduction to latent variable methods]]
|-
| 2, 3, 4
| [[Principal Component Analysis | Principal component analysis]] (PCA)
|-
| 4, 5
| [[Process monitoring| Application of PCA to process monitoring]]
|-
| 6, 7
| [[Projection to Latent Structures| Projection to latent structures]] (PLS)
|-
| 7, 8
| [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Soft sensors; Advanced preprocessing
|-
| 9
| [[Dealing with image data|Dealing with image data]]
|-
| 10
| [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Classification
|-
| 11
| [[Dealing with batch data|Dealing with batch data]]
|-
| 12
| [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
|-
| 13
| [[New product development and reformulation]]
|-
| 14
| [[Course project presentations]]
|}
----
----
* [[Course videos| Recorded videos of all classes]]
* [[Course videos| Recorded videos of all classes]]

Revision as of 02:10, 11 April 2012

Latent Variable Methods for Engineering


Administrative
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Announcements

  • The teaching part of the course for 2011 is complete. You can view all the class videos here.
  • Thanks for all the valuable feedback on this course. I'm looking forward to teaching this course again soon.
Assignments, projects and datasets


Class materials