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From Latent Variable Methods in Engineering
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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 here.
  • Presentation PDF slides should be emailed to me by 9pm on Thursday evening please.
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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