Professor Erik M. Bollt

Clarkson University

Potsdam, NY  13699

315-268-2307

Fax 315-268-2371

bolltem@clarkson.edu

 

 
EE520 Data Driven Analysis of Complex Systems                                                    

Fall 2024

 

 

EE520 Cource Policy

 

Syllabus/Calendar                                                                       

 

Project 1: Due Sept 18.  Materials

Download

 

Project 2: Due Oct 7. Materials

Download

 

Project 3: Due Nov 4. Materials

Download

 

Project 4: Due Dec 2. Materials

Download

 

Project 5: Due Dec 13. Materials

Download

 

 

Fun Materials

Day 3 - Bunny Compression and Dr SVD. Download

Day 4 – $25,000,000,000.00 Eigenvector (in 2006, before inflation and before continued corporate expansion – as today its valued at $1,420,000,000,000.00 – roughly – give or take a few hundred billion) - and – a bit about Pagerank - Download

Day 5 – Eigenface Stuff - Download

Day 8 – POD-KL examples and a Good paper. Download

LS – stuff - Downdload

Compressed Sensing and Sparsity Stuff - Download

Coherence – rough and ready - Download

On Diffusion Maps for Manifold Learning - Download

 

 

Lectures Slides

 

SlidesThrough0904

SlidesThrough1016

 

kmeans.pdf

 

SVM.pdf

 

LDA.pdf

 

DMD.pdf

 

ANN.pdf

 

Autoencoders.pdf