Training camps Academic Year 2018-2019

Training camps Year 2018-2019

Training camp SAS (8, 9, 10 July 2019)

Day 1 :: Monday 8 July :: Lab 17 - via Tiburtina, 205 (09:30-13:00 + lunch break + 14:00-17:30)

Day 2 :: Tuesday 9 July :: Lab 17 - via Tiburtina, 205 (09:30-13:00 + lunch break + 14:00-17:30)

Day 3 :: Wednesday 10 July :: multimedia room - Aula IX (CU002 - Giurisprudenza, 1st floor) [morning] (09:30-13:00) + lunch break

                                        + Lab 17 - via Tiburtina, 205 [afternoon] (14:00-17:30)

Priority will be given to the sudents enrolled in academic year 2018-2019. 

For students enrolled previous in academic years, who have never attended any training camp: please, send an email to datascience@i3s.uniroma1.it  in order to receive a link to the form
However, participation will be extended as far as possible to all interested students. 
 

Topics:

  • Introduction to SAS Viya, Data Preparation, and Exploration Machine learning in business decision making, essentials of supervised prediction. Data Preparation, exploration, feature extraction and selection, transformations, clustering
     
  • Decision Tree, Neural Network, Vector Machine, and moreTree-structure models, recursive partitioning, pruning, ensemble of trees. Optimizing complexity, interpreting models and transformations
     
  • Model Assessment and ScoringModel assessment and comparison, model deployment