Advanced Methods in Data Analysis Course

Name: Advanced Methods in Data Analysis Course
Start: 2015-11-16T10:00:00-02:00
End: 2015-11-27T18:00:00-02:00
Location: UERJ - DFNAE

16 Nov 2015, 10:00 → 27 Nov 2015, 18:00 America/Sao_Paulo

10 (UERJ - DFNAE)

10

UERJ - DFNAE

R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil

Eduardo Revoredo (Universidade do Estado do Rio de Janeiro (BR)), Lorenzo Moneta (CERN), Sergei Gleyzer (University of Florida (US))

Description

The Advanced Methods in Data Analysis Course is a introductory-level course composed of lectures and hands-on tutorials. The course is targeted at undergraduate and young graduate students.There is no registration fee. If you are interested in attending the course, please register before 1st October 2015.

Monday 16 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 14:00 → 17:00
  Analysis Basics: Introduction to ROOT I 10
  
  10
  
  UERJ - DFNAE
  
  Introduction to ROOT, Basics, Histograms and General Examples
  
  Convener: Lorenzo Moneta (CERN)
  
  ROOT_Rio2015_Part1.pdf
  
  Statistics_Rio_Part1.pdf
  
  TutorialMaterials
  
  UERJ_IntroductionToC++.pdf
  
  Virtual Machine (CERNVM) with ROOT 6
  - 14:00
    
    Introduction to ROOT 1h 30m
    
    Speaker: Lorenzo Moneta (CERN)
  - 15:30
    
    Break 15m
  - 15:45
    
    Introduction to ROOT 1h 15m
    
    Speaker: Lorenzo Moneta (CERN)
Tuesday 17 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 10:00 → 13:00
  
  Analysis Basics: Introduction to ROOT II 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  ROOT I/O, Trees
  
  Convener: Lorenzo Moneta (CERN)
  
  ROOT_Rio2015_Part2.pdf
Wednesday 18 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 14:00 → 17:00
  
  Analysis Basics: Statistics Basics (Probability, Parameter Estimations) 10
  
  10
  
  UERJ - DFNAE
  
  Introduction to ROOT, Basics, Histograms and General Examples
  
  Convener: Lorenzo Moneta (CERN)
  
  ROOT_Rio2015_Part1.pdf
  
  Statistics_Rio_Part1.pdf
  
  TutorialMaterials
  
  UERJ_IntroductionToC++.pdf
  
  Virtual Machine (CERNVM) with ROOT 6
Thursday 19 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 10:00 → 13:00
  
  Statistical Analysis: Introduction to Machine Learning Topics 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  Machine Learning I: Theory, Classification, Shallow Methods, HEP
  
  Convener: Dr Sergei Gleyzer (University of Florida (US))
  
  UERJ_MachineLearning_I_Sergei_Gleyzer.pdf
Monday 23 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 14:00 → 17:00
  
  Statistical Analysis: Machine Learning II 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  Neural Networks, Ensemble Methods, Boosting, Deep Learning, Function Estimation
  
  Convener: Dr Sergei Gleyzer (University of Florida (US))
  
  DSLHC2015TMVAExercises.pdf
  
  TMVA.pdf
  
  TMVA.pptx
  
  UERJ_Machine_Learning_II_Sergei Gleyzer.pdf
Tuesday 24 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 10:00 → 13:00
  
  Analysis Basics: Fitting 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  Goodness of Fit, Fitting Basics, Roofit
  
  Convener: Lorenzo Moneta (CERN)
  
  ROOT_Rio2015_Fitting.pdf
  
  TWiki Page
Wednesday 25 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 14:00 → 17:00
  
  Analysis Basics: Advanced Statistical Topics 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  RooStats
  
  Convener: Lorenzo Moneta (CERN)
  
  RooStats Exercises Twiki page
  
  roostats_notebooks.tgz
  
  ROOT_Rio2015_RooStats.pdf
Thursday 26 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 10:00 → 13:00
  
  Statistical Analysis: Machine Learning Tutorial 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  Machine Learning Tutorial in TMVA (and showing new TMVA features)
  
  Convener: Dr Sergei Gleyzer (University of Florida (US))
Friday 27 November
- Mon 16 Nov
- Tue 17 Nov
- Wed 18 Nov
- Thu 19 Nov
- Mon 23 Nov
- Tue 24 Nov
- Wed 25 Nov
- Thu 26 Nov
- Fri 27 Nov
- 10:00 → 13:00
  
  Statistical Analysis: Machine Learning III 10
  
  10
  
  UERJ - DFNAE
  
  R. São Francisco Xavier, 524 - Maracanã, Rio de Janeiro - RJ Brazil
  
  Demos and Tutorials
  
  Convener: Dr Sergei Gleyzer (University of Florida (US))
  
  DSLHC2015TMVAExercises.pdf
  
  DSLHC2015TMVAExercises.tgz
  
  UERJ_Machine_Learning_III_Sergei_Gleyzer.pdf