Difference between revisions of "Main Page"

From Latent Variable Methods in Engineering
Jump to navigation Jump to search
m
m
Line 36: Line 36:
| valign="top" | [[File:Crystal_Clear_app_korganizer.png|80x80px]]
| valign="top" | [[File:Crystal_Clear_app_korganizer.png|80x80px]]
|
|
* [[Overview class | Course overview and introduction to latent variable methods]]
1: [[Overview class | Course overview and introduction to latent variable methods]]
* [[Principal Component Analysis | Principal component analysis]] (PCA)
 
* [[Projection to Latent Structures| Projection to latent structures]] (PLS)
2,3: [[Principal Component Analysis | Principal component analysis]] (PCA)
* [[Applications of Latent Variable Methods| Applications of latent variable methods]]
 
* [[Dealing with 3D data|Dealing with 3D data]]: batch and image data
4: [[Process monitoring| Application of PCA to process monitoring]]
* [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
 
5: [[Projection to Latent Structures| Projection to latent structures]] (PLS)
 
6,7,8 [[Applications of Latent Variable Methods| Applications of latent variable methods]]
 
9,10 [[Dealing with 3D data|Dealing with 3D data]]: batch and image data
 
11 [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
 
12 [[Optimization and new product development]]
 
13 [[Course project presentations]]
 
----
----
* [[Review_of_core_concepts | Review of basic statistical concepts]]
* [[Review_of_core_concepts | Review of basic statistical concepts]]

Revision as of 14:00, 16 September 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
Crystal Clear action configure.png

Announcements


Class materials
Crystal Clear app korganizer.png

1: Course overview and introduction to latent variable methods

2,3: Principal component analysis (PCA)

4: Application of PCA to process monitoring

5: Projection to latent structures (PLS)

6,7,8 Applications of latent variable methods

9,10 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

  • Assignment 1
  • Assignment 2
  • Assignment 3
  • Assignment 4

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=42"