Difference between revisions of "Main Page"

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* [[Course outline | Course outline]]
* [[Course outline | Course outline]]
* [[Course location and hours | Location and hours]]
* [[Course location and hours | Location and hours]]
* [[Course videos| Course videos]] (last update: 04 November)
* [[Course videos| Course videos]] (last update: 11 November 2011)
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
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* [[Course videos| Recorded videos of all classes]] (last update: 04 November)
* [[Course videos| Recorded videos of all classes]] (last update: 11 November 2011)
* [http://literature.connectmv.com/ References and readings]<br>
* [http://literature.connectmv.com/ References and readings]<br>
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Revision as of 14:30, 13 November 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements


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 Process optimization and new product development

14 Course project presentations

Assignments, projects and datasets
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Assignments

Project

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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