1 Knowledge of advanced multivariate data analysis techniques, including functional data analysis tools, support vector machines and neural networks.
2. Ability to describe efficiently multivariate complex data sets.
3. Knowledge of Regression techniques with complex and non-linear data, in very general settings.
4. Knowledge of Classification tecniques for complex and non-linear data, in very general settings.
5. Ability to apply the previous techniques to time series, structured data, biological data, quality control data, etc.