CERN-Sanofi Training

6 Mar 2017, 09:00 → 9 Mar 2017, 17:00 Europe/Zurich

CERN Training in Machine Learning for Sanofi

Monday 6 March

1 Introduction

Speakers: Lorenzo Moneta (CERN), Dr Sergei Gleyzer (University of Florida (US))

2 Introduction to ROOT

Speaker: Lorenzo Moneta (CERN)

ROOT Tutorial Sanofi 2017(1).pdf

10:30 Coffee break

3 ROOT histograms, data structure, I/O

Speaker: Lorenzo Moneta (CERN)

13:00 Lunch

4 Hands-on session with ROOT: histrograms and trees

Speakers: Lorenzo Moneta (CERN), Sergei Gleyzer (University of Florida (US))

15:30 Coffee Break

5 Hands-on Session with ROOT histrograms and trees

Speakers: Lorenzo Moneta (CERN), Sergei Gleyzer (University of Florida (US))

Tuesday 7 March

6 Short Recap

Speakers: Lorenzo Moneta (CERN), Sergei Gleyzer (University of Florida (US))

7 Presentation of Sanofi Problems by participants: Problem 1

8 Presentation of Sanofi Problems by participants: Problem 2

11:00 Coffee Break

9 Example preparation in ROOT

13:00 Lunch

10 Introduction to Machine Learning

Speaker: Sergei Gleyzer (University of Florida (US))

11 Machine Learning Methods in ROOT

Speaker: Sergei Gleyzer (University of Florida (US))

15:30 Coffee Break

12 Hands-on session: machine learning methods in ROOT

Speakers: Lorenzo Moneta (CERN), Sergei Gleyzer (University of Florida (US))

Wednesday 8 March

13 Short recap

14 Group work on Sanofi Problems with ROOT ML Toolss

10:30 Coffee break

15 Group work on Sanofi Problems with basic ROOT ML Tools

13:00 Lunch

16 Advanced Machine Learning Tools in ROOT

15:30 Coffee Break

17 Hands-on session: Advanced ML methods in ROOT

Thursday 9 March

18 Short Recap

19 Continuation of hands-on session of advanced methods in ROOT

10:30 Coffee Break

20 Hands-on session continuation

13:00 Lunch

21 Presentation of progress: problem 1

22 Presentation of progress: problem 2

15:30 Coffee Break

23 Discussion and Closing