Le cours de cette semaine

Dr Christine Malot – LJAD

Dr Christine Malot
  • Maître de Conférences à l’Université de Nice – Sophia Antipolis
  • Co-auteure du R CRAN Package « VSURF: Variable Selection Using Random Forests »

Advanced Statistical Analysis & Machine Learning

This course focuses the students’ knowledge on two main areas: the CART algorithm and random forests in the context of Big Data and being used for a Map/Reduce system (first week), feature selection and engineering, covering techniques such as bagging, boosting, cross-validation and concluding with model competition and selection and an overview of various faulty implementations of techniques in point-and-click tools.

Dr Christine Malot