Difference between revisions of "Main Page"

Revision as of 19:19, 6 February 2013

Latent Variable Methods for Engineering

Administrative

Announcements

The teaching part of the course for 2011 is complete. You can view all the class videos here.
Thanks for all the valuable feedback on this course. I'm looking forward to teaching this course again soon.

Assignments, projects and datasets

Assignments

Project

Class materials, datasets and video

Class	Topic
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, 7	Projection to latent structures (PLS)
7, 8	Applications of latent variable methods: Soft sensors; Advanced preprocessing
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

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 | valign="top" | [[File:Crystal_Clear_mimetype_spreadsheet.png|80x80px]]
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-* [http://datasets.connectmv.com All course datasets]
+* [http://datasets.connectmv.com/datasets All course datasets]
 <hr>
 |}