The "Doc-Course on Data Science" will be held in Granada and Seville (Spain) from September 17 to November 14, 2023.
The Doc-Course activity is aimed at PhD/Master students and consists of a training period (a 4-week course), visits by researchers and professors to the IMAG/IMUS facilities throughout the period, a supervised research period for participating students (4 weeks) and an international closing workshop in which researchers, lecturers, supervised students and tutors participate.
More information can be found on the official website.
Professors
- Prof. Christian Acal (University of Granada)
- Prof. Ana M. Aguilera (University of Granada)
- Prof. M. Carmen Aguilera (Polytechnic University of Valencia)
- Prof. Víctor Blanco (University of Granada)
- Prof. Manuel Escabias (University of Granada)
- Prof. Alberto J. Ferrer-Riquelme (Polytechnic University of Valencia)
- Prof. Ramón Ferri (University of Granada)
- Prof. Ángel Manuel González (University of A Coruña)
- Prof. Federico Perea (University of Seville)
- Prof. Miguel A. Pozo (University of Seville)
- Prof. Justo Puerto (University of Seville)
- Prof. Antonio M. Rodríguez-Chía (University of Cádiz)
- Prof. Begoña Vitoriano (Complutense University of Madrid)
Organizing comittee
- Ana M. Aguilera (University of Granda-IMAG)
- Miguel A. Pozo (University of Seville-IMUS)
Program
- COURSE 1: BASIC METHODS FOR STATISTICAL LEARNING (IMAG) (By Christian Acal, Ramón Ferri)
- Introduction: Supervised versus unsupervised statistical learning.
- Linear regression: estimation, model selection, shrinkage and dimension reduction methods for high dimensional data.
- Supervised classification: logistic re