Difference between revisions of "Main Page"

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'''Announcements'''
'''Announcements'''
* Here's a PDF worth reading that [http://umetrics.com/Content/Document%20Library/Files/Multimega_PartI-3.pdf summarizes how to use PCA models].
* All course videos are at the link (just above this line)


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Revision as of 11:34, 13 October 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • All course videos are at the link (just above this line)
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

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Course calendar

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