About
Machine Learning is a foundational discipline of the Information Sciences. It combines theory from areas as diverse as Statistics, Mathematics, Engineering, and Information Technology with many practical and relevant real life applications. The aim of the summer school is to cover the entire spectrum from theory to practice. It is mainly targeted at research students, academics, and IT professionals from all over the world. The program will feature introductory courses at the beginning to provide basic working knowledge of Machine Learning. Building on this introductory material, advanced topics will be covered progressively over the duration of the school. Subjects will be covered both in lectures (4-6 per topic) and in practical courses (where students will have the chance to implement methods for themselves); and are taught by world experts in their fields.\
Videos
Opening and Closing

Closing remarks
Sep 2, 2007
·
4571 views
Opening of the 9th Machine Learning Summer School
Aug 26, 2007
·
7546 views
Lectures

Topics in image and video processing
Aug 27, 2007
·
36772 views

Introduction to kernel methods
Aug 20, 2007
·
50818 views

Graphical models
Aug 25, 2007
·
95336 views

Bayesian inference and Gaussian processes
Aug 20, 2007
·
78289 views

Sequential Monte Carlo methods
Aug 30, 2007
·
35767 views

Sequential Monte Carlo methods continued
Oct 30, 2007
·
7963 views

Statistical learning theory
Aug 27, 2007
·
13982 views

Kernel Methods for Dependence and Causality
Aug 26, 2007
·
8154 views

Online Learning
Aug 29, 2007
·
11222 views

Machine learning and finance
Aug 29, 2007
·
22638 views

Convex Optimization
Aug 26, 2007
·
41436 views

Dirichlet Processes: Tutorial and Practical Course
Aug 27, 2007
·
140624 views

Introduction to bioinformatics
Aug 20, 2007
·
51270 views
Interviews

Interview about past, present, future of MLSS
Sep 4, 2007
·
7752 views

A discussion about ML
Sep 4, 2007
·
15511 views
Leisure time - music events during MLSS 2007

Students performing "Easy" on the last day of the MLSS
Sep 1, 2007
·
6947 views