Jan 21, 2008 
18 videos 
EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008
This Winter School aims to bring together researchers who have an interest in data modelling across a broad range of applications but with an emphasis on engineering. The school will be of interest to anyone who uses or thinks they may need to use data modelling in their research. \ We will introduce data modelling and why it is important in engineering, provide hands-on PC sessions on how to model data in practise, and highlight the latest advances in data modelling research.
Introduction, Conclusion and Panel
Panel discussion – Future Challenges in Data Modelling
Feb 5, 2008 4145 views
Course introduction
Feb 5, 2008 3554 views
Lectures
Introduction to Support Vector Machines
Feb 5, 2008 126397 views
Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensiv...
Feb 5, 2008 5549 views
Learning with Gaussian Processes
Feb 5, 2008 51008 views
Applications to Machine Vision
Feb 5, 2008 17316 views
Kernel Based Methods
Feb 5, 2008 9216 views
Applications of Machine Learning to the Game of Go
Feb 5, 2008 6485 views
The Multi-layer Perceptron
Feb 5, 2008 6849 views
Modelling Genomic Data
Feb 5, 2008 4862 views
Introduction to data modelling
Feb 5, 2008 5264 views
Application of Data Modelling to Fault Detection in an Internal Combustion Engin...
Feb 5, 2008 4680 views
Hierarchical Clustering
Feb 5, 2008 13803 views
Dimensionality Reduction
Feb 5, 2008 12223 views
Graphical models
Feb 5, 2008 20805 views
Functional Analysis in Data Modelling
Feb 5, 2008 7711 views
Semi-supervised learning
Feb 5, 2008 6905 views
Bayesian methods for data Modelling
Feb 5, 2008 11445 views