Difference between revisions of "Main Page"

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* The teaching part of the course for 2011 is complete. You can view all the [[Course videos | class videos here]].
* The teaching part of the course for 2011 is complete. You can view all the [[Course videos | class videos here]].
* '''Presentation PDF slides should be emailed to me by 9pm on Thursday evening please.'''
* '''Presentation PDF slides should be emailed to me by 9pm on Thursday evening please.'''
* Recall that 10% of the course grade is due to class participation. Part of this evaluation will be from the questions you ask your colleagues during each of the presentation sessions.
* ProSensus is upgrading their website and is looking for testimonials regarding ProMV. If you would like to submit your comments (negative feedback is also welcome) please send them to [mailto:emily.nichols@prosensus.ca Emily Nichols]. Please indicate whether you would like your name to be displayed with your comments; if not ProSensus will simply post “Graduate student, McMaster University”.
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Revision as of 02:08, 12 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 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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