UPM Summer School on Advanced Statistics and Data Mining, Madrid, Jun 24 – Jul 5

The summer school will give an introduction to the theoretical foundations and the practical applications of key modern statistical analysis techniques.



The Technical University of Madrid (UPM) will
organize the Summer School on Advanced Statistics and Data MiningSummer School on Advanced Statistics and Data Mining in Madrid between June 24th and July 5th. This year's programme comprises 12 courses divided into 2 weeks. Attendees may register in each course independently.

Early registration is now *OPEN*. Extended information on course programmes, price, venue, accommodation and transport is available at the school's website:

www.dia.fi.upm.es/ASDM

Pedro Larranaga, Concha Bielza and Pedro L. Lopez-Cruz,
The coordinators of the school.

List of courses and brief description

Week 1 (June 24th - June 28th, 2013)

1st session: 9:30 - 12:30
Course 1: Bayesian networks (15 h)
Course 2: Statistical inference (15 h)

2nd session: 13:30 - 16:30
Course 3: Supervised pattern recognition (15 h)
Course 4: Multivariate data analysis (15 h)

3rd session: 17:00 - 20:00
Course 5: Neural networks (15 h)
Course 6: Feature Subset Selection (15 h)

Week 2 (July 1st - July 5th, 2013)

1st session: 9:30 - 12:30
Course 7: Time series analysis (15 h)
Course 8: Hidden Markov Models (15 h)

2nd session: 13:30 - 16:30
Course 9: Bayesian classifiers (15 h)
Course 10: Unsupervised pattern recognition (15 h)

3rd session: 17:00 - 20:00
Course 11: Support vector machines, regularization and convex optimization (15 h)
Course 12: Hot topics in intelligent data analysis (15 h)