Difference between revisions of "Main Page"

From Latent Variable Methods in Engineering
Jump to navigation Jump to search
m
 
(127 intermediate revisions by 2 users not shown)
Line 1: Line 1:
__NOTOC__ __NOEDITSECTION__
__NOTOC__ __NOEDITSECTION__
<div id="mainpage_pagetitle">'''Latent Variable Methods for Engineering''': CHE 765</div>
<div id="mainpage_pagetitle">'''Latent Variable Methods for Engineering'''</div>


<!-- TOP ROW -->
<!-- TOP ROW -->
Line 8: Line 8:
<!-- LEFT BLOCK -->
<!-- LEFT BLOCK -->


| width="60%" valign="top" class="mainpage_hubbox" |
| width="30%" valign="top" class="mainpage_hubbox" |
<div class="mainpage_hubtitle">'''Administrative'''</div>
<div class="mainpage_hubtitle">'''Administrative'''</div>
<div class="mainpage_boxcontents">
<div class="mainpage_boxcontents">
Line 16: Line 16:
* [[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 ]]
* [[Course videos| Course videos]]
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
* [[Latent_Variable_Methods_in_Engineering:About | Copyright and other legal stuff]]
<hr>
<hr>
'''Announcements'''
'''Announcements'''
* [[Course videos| Course videos are now available ]]  
* The teaching part of the course for 2011 is complete. You can view all the [[Course videos | class videos here]].
* [[Principal_Component_Analysis | Preparation for next class]] --  get ready for some math: we're going in-depth to understand exactly what \( \mathbf{T = XP} \) means
* Thanks for all the valuable feedback on this course. I'm looking forward to teaching this course again soon.
* [http://prosensus.ca/software/promv/download Link to software download] (version 11.08)
* [[Overview_class | Review on your own]] the last section of the slides on data visualization
* '''[[Principal_Component_Analysis| Course notes for 16 September]]''' are ready for download
|}
</div>
 
<!-- RIGHT BLOCK -->
 
|width="40%" valign="top" class="mainpage_hubbox" |


<div class="mainpage_hubtitle">'''Class materials'''</div>
<div class="mainpage_boxcontents">
{| style="border: 0; margin: 0;" cellpadding="3"
| valign="top" | [[File:Crystal_Clear_app_korganizer.png|80x80px]]
|
1: [[Overview class | Course overview and introduction to latent variable methods]]
2,3: [[Principal Component Analysis | Principal component analysis]] (PCA)
4: [[Process monitoring| Application of PCA to process monitoring]]
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]]
* [http://literature.connectmv.com/ References and readings]<br>
|}
|}
</div>
</div>
|}
<!-- SECOND ROW -->
<!---------------->
{| style="border:0; margin: 0;" width="100%" cellspacing="10"
<!-- LEFT BLOCK -->


|width="45%" valign="top" class="mainpage_hubbox" |
<!-- NEXT BLOCK -->
|width="20%" valign="top" class="mainpage_hubbox" |
<div class="mainpage_hubtitle">'''Assignments, projects and datasets'''</div>
<div class="mainpage_hubtitle">'''Assignments, projects and datasets'''</div>
<div class="mainpage_boxcontents">
<div class="mainpage_boxcontents">
Line 75: Line 34:
|
|
'''Assignments'''
'''Assignments'''
* Assignment 1
* [[Assignment&nbsp;1]]
* Assignment 2
* [[Assignment&nbsp;2]]
* Assignment 3
* [[Assignment&nbsp;3]]
* Assignment 4
* [[Assignment&nbsp;4]]
<hr>
<hr>
'''Project'''
'''Project'''
* Course project description
* [[Course project]]
<hr>
<hr>
[[File:Crystal_Clear_mimetype_spreadsheet.png|80x80px|link=http://datasets.connectmv.com]] [http://datasets.connectmv.com All course datasets]
|}
 
{| style="border: 0; margin: 0;" cellpadding="3"
| valign="top" | [[File:Crystal_Clear_mimetype_spreadsheet.png|80x80px]]
|
* [https://openmv.net All course datasets]
<hr>
<hr>
|}  
|}  
</div>
</div>


<!-- COURSE CALENDAR -->
<!-- RIGHT BLOCK -->
|width="45%" valign="top" class="mainpage_hubbox" |


|width="55%" valign="top" class="mainpage_hubbox" |
<div class="mainpage_hubtitle">'''Class materials, datasets and video'''</div>
<div class="mainpage_hubtitle">'''Course calendar'''</div>
<div class="mainpage_boxcontents">
<div class="mainpage_boxcontents">
{{#widget:Google Calendar
{| style="border: 0; margin: 0;" cellpadding="3"
|id=354d6ffjr0ndcasofrnuc7h61c@group.calendar.google.com
| valign="top" | [[File:Crystal_Clear_app_korganizer.png|80x80px]]
|color=528800
|
|title=no title
 
|height=500
{|
|width=100%
! Class
|weekstart=2
! Topic
|lang=en
! Slides [[Image:Nuvola_mimetypes_pdf.png|20px]]
|view=AGENDA
|-
|showtitle=false
| 1
|border=false
| [[Overview class | Course overview and introduction to latent variable methods]]
}}
| [[Media:Lvm-class-1.pdf|Class 1 ]]
|-
| 2, 3
| [[Principal Component Analysis | Principal component analysis]] (PCA)
| [[Media:Lvm-class-2.pdf|Class 2 ]],  [[Media:Lvm-class-3.pdf|Class 3 ]]
|-
| 4, 5
| [[Process monitoring| Application of PCA to process monitoring]]
| [[Media:Lvm-class-4.pdf|Class 4 ]],  [[Media:Lvm-class-5.pdf|Class 5 ]]
|-
| 6, 7
| [[Projection to Latent Structures| Projection to latent structures]] (PLS)
| [[Media:Lvm-class-6.pdf|Class 6 ]],  [[Media:Lvm-class-7.pdf|Class 7 ]]
|-
| 7, 8
| [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Soft sensors; Advanced preprocessing
| [[Media:Lvm-class-7.pdf|Class 7 ]],  [[Media:Lvm-class-8.pdf|Class 8 ]]
|-
| 9
| [[Dealing with image data|Dealing with image data]]
| [[Media:Lvm-class-9.pdf|Class 9 ]]
|-
| 10
| [[Applications of Latent Variable Methods| Applications of latent variable methods]]: Classification
| [[Media:Lvm-class-10.pdf|Class 10 ]]
|-
| 11
| [[Dealing with batch data|Dealing with batch data]]
| [[Media:Lvm-class-11.pdf|Class 11 ]]
|-
| 12
| [[Multiblock data analysis| Multiblock data analysis]]: dealing with data from multiple sources
| [[Media:Lvm-class-12.pdf|Class 12 ]]
|-
| 13
| [[New product development and reformulation]]
| [[Media:Lvm-class-13.pdf|Class 13 ]]
|-
| 14
| [[Course project presentations]]
|}
----
* [[Course videos| Recorded videos of all classes]]
* [https://learnche.org/literature References and readings]<br>
* [[Image:Nuvola_mimetypes_pdf.png|20px]]  A <b>freely available</b> textbook for this course: [http://learnche.org/pid Process Improvement using Data] (ch 6)
|}
</div>
</div>
|}
|}

Latest revision as of 15:47, 20 January 2021

Latent Variable Methods for Engineering


Administrative
Crystal Clear action configure.png

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
Class materials, datasets and video