Courses structure
Winter Semester [September 29, 2014 -> January 30, 2015]
- Statistique en grande dimension (5 ECTS) [Christophe Giraud, Université ParisSud]
- Probabilistic graphical inference (5 ECTS) [Francis Bach, Guillaume Obozinski, INRIA]
- Computational Statistics and optimisation (5 ECTS) [Stéphane Gaiffas, Alexandre Gramfort, Joseph Salmon, Anne Sabourin, Pascal Bianchi]
- Machine Learning : from theory to practice (5 ECTS) [Florence d'Alche Buc, Erwan Le Pennec]
- Databases and Big Data Management (10 ECTS) [Michailis Vazirgiannis, Benoît Petitpas]
- Ecosystème Big Data (5 ECTS)
- DataScience Forum (0 ECTS) [Eric Moulines, Benoît Petitpas, Joseph Salmon]
Spring Sementer [February 2, 2015 -> March 27, 2015]
- Machine learning for structured data (2,5 ECTS) [Florence d'Alche Buc, Eric Moulines]
- Computational Statistics (5 ECTS) [Stéphanie Allassonnière]
- Advance Machine Learing (2,5 ECTS) [Pierre Alquier, Massimilo Pontil]
- Advanced Hadoop (2,5 ECTS)
- Graph & Text Analytics for Big Data (5 ECTS) [Michalis Varzigiannis]