EPSRC Winter School 2008 - Sheffield

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
[syn] 3522 views, 31:05 Course introduction Course introduction Tony Dodd Tony Dodd	[syn] 4120 views, 56:39 Panel discussion – Future Challenges in Data ModellingPanel discussion – Future Challenges in Data Modelling Andrew Blake, Neil D. Lawrence, et al. Andrew Blake, Neil D. Lawrence, Mahesan Niranjan, George Irwin
Lectures
[syn] 5221 views, 1:11:06 Introduction to data modellingIntroduction to data modelling Tony Dodd Tony Dodd	[syn] 6809 views, 1:28:24 The Multi-layer PerceptronThe Multi-layer Perceptron Robert F Harrison Robert F Harrison	[syn] 7652 views, 1:06:03 Functional Analysis in Data ModellingFunctional Analysis in Data Modelling Tony Dodd Tony Dodd 1 comment	[syn] 126076 views, 1:28:06 Introduction to Support Vector MachinesIntroduction to Support Vector Machines Colin Campbell Colin Campbell 26 comments	[syn] 9165 views, 58:20 Kernel Based MethodsKernel Based Methods Colin Campbell Colin Campbell
[syn] 12096 views, 1:40:11 Dimensionality ReductionDimensionality Reduction Neil D. Lawrence Neil D. Lawrence 2 comments	[syn] 6864 views, 1:28:47 Semi-supervised learningSemi-supervised learning Guido Sanguinetti Guido Sanguinetti	[syn] 13666 views, 1:11:49 Hierarchical ClusteringHierarchical Clustering Yee Whye Teh Yee Whye Teh	[syn] 11335 views, 1:26:34 Bayesian methods for data ModellingBayesian methods for data Modelling Mike Tipping Mike Tipping 3 comments	[syn] 20677 views, 1:21:29 Graphical modelsGraphical models Zoubin Ghahramani Zoubin Ghahramani
[syn] 5482 views, 1:30:53 Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive CareFactorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive ... Chris Williams Chris Williams 2 comments	[syn] 50280 views, 2:10:20 Learning with Gaussian ProcessesLearning with Gaussian Processes Carl Edward Rasmussen Carl Edward Rasmussen 10 comments	[syn] 4645 views, 58:56 Application of Data Modelling to Fault Detection in an Internal Combustion EngineApplication of Data Modelling to Fault Detection in an Internal ... George Irwin George Irwin	[syn] 6456 views, 57:42 Applications of Machine Learning to the Game of GoApplications of Machine Learning to the Game of Go David Stern David Stern	[syn] 4798 views, 1:09:28 Modelling Genomic DataModelling Genomic Data Mahesan Niranjan Mahesan Niranjan
[syn] 17018 views, 1:05:57 Applications to Machine VisionApplications to Machine Vision Andrew Blake Andrew Blake

Reviews and comments:

1 Димитрије Чвокић, September 23, 2008 at 5:32 p.m.:

Excellent!

2 Stelios Sfakianakis, December 20, 2010 at 2:03 p.m.:

Very nice indeed!

3 Janet Harwoo, October 29, 2021 at 7:49 a.m.:

Data scientists and others who work with data are expected to have expertise in data modeling. Models of data are traditionally built during the analysis and design phases of a project to ensure that the requirements of the new application are understood. I will visit https://edubirdie.net/blog/is-edubird... website to know that is EduBirdie safe to use for academic purposes.

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EPSRC Winter School 2008 - Sheffield

EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008

Introduction, Conclusion and Panel

Lectures

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