Difference between revisions of "Main Page"

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'''Announcements'''
'''Announcements'''
* All course videos are at the link (see above this line)
* The next class, 4 November, starts at 16:00
* The next class starts at 16:00
* Source code for the [[Applications_of_Latent_Variable_Methods| model comparisons]] is posted  
* Source code for the [[Applications_of_Latent_Variable_Methods| model comparisons]] is posted  
* [[Assignment 4]] is posted. Please hand it in at the next class.
* [[Assignment 4]] is posted. Please hand it in at the next class.

Revision as of 00:14, 31 October 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • The next class, 4 November, starts at 16:00
  • Source code for the model comparisons is posted
  • Assignment 4 is posted. Please hand it in at the next class.
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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