Difference between revisions of "Main Page"

From Latent Variable Methods in Engineering
Jump to navigation Jump to search
m
m
Line 21: Line 21:
'''Announcements'''
'''Announcements'''
* All course videos are at the link (see above this line)
* All course videos are at the link (see above this line)
* We will be looking at PLS today. If you have a chance, please read [http://literature.connectmv.com/item/44/partial-least-squares-regression-a-tutorial this PLS tutorial] before class.
* The course notes will be posted quite late today ... around 1pm?
* The course notes will be posted quite late today ... around 1pm?


Revision as of 14:29, 14 October 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
Crystal Clear action configure.png

Announcements

  • All course videos are at the link (see above this line)
  • We will be looking at PLS today. If you have a chance, please read this PLS tutorial before class.
  • The course notes will be posted quite late today ... around 1pm?
Class materials
Crystal Clear app korganizer.png

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
Crystal Clear app kedit.png

Assignments

Project

  • Course project description

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

Retrieved from "https://learnche.org/wiki_latent/index.php?title=Main_Page&oldid=73"