Data Science 2022 - School

Name: Data Science 2022 - School
Start: 2022-06-27T09:30:00+01:00
End: 2022-06-30T20:10:00+01:00
Location: Universidade de Coimbra

27 Jun 2022, 09:30 → 30 Jun 2022, 20:10 Europe/Lisbon

several (Universidade de Coimbra)

several

Universidade de Coimbra

Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II

Nuno Castro (LIP and University of Minho), Ricardo Gonçalo (UC/LIP)

Description

Data Science in (Astro)Particle Physics and Cosmology

Monday 27 June
- 09:45 → 10:00
  
  Registration 15m AD2 (Physics Department)
  
  AD2
  
  Physics Department
- 10:00 → 10:10
  Welcome AD2 (Physics Department)
  
  AD2
  
  Physics Department
  - 10:00
    
    Welcome to the Physics Department 5m
    
    Speaker: Prof. Constança Providência (FCTUC)
  - 10:05
    
    Introduction to the School 5m
    
    Speaker: Ricardo Gonçalo (UC/LIP)
    
    Opening.pdf
- 10:10 → 11:40
  
  Statistics - Lecture 1 1h 30m AD2 (Physics Department)
  
  AD2
  
  Physics Department
  
  Speaker: Glen Cowan (Royal Holloway, University of London)
  
  Lecture 1
- 11:40 → 12:00
  
  Coffee break 20m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 12:00 → 13:10
  
  Machine learning - Lecture 1 1h 10m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speaker: Márcio Ferreira (CFisUC)
  
  LIP_DataScience_part1.pdf
- 13:10 → 14:30
  
  Lunch 1h 20m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 14:30 → 16:00
  
  Machine learning - tools / tutorial 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speakers: Cerqueira Tiago (CFisUC), Filipe Veloso (LIP/FCTUC), Francisco Neves (LIP Coimbra)
  
  DataScience ML tutorial 2022.06.27.pdf
- 16:00 → 16:30
  
  Afternoon tea 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 16:30 → 18:00
  
  Statistics - Lecture 2 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speaker: Glen Cowan (Royal Holloway, University of London)
  
  Lecture 2
Tuesday 28 June
- 09:30 → 10:30
  
  Machine learning - Lecture 2 1h several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speaker: Márcio Ferreira (CFisUC)
  
  LIP_DataScience_part2.pdf
- 10:30 → 11:00
  
  Coffee break 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 11:00 → 12:30
  
  Machine learning - tools / tutorial 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speakers: Filipe Veloso (LIP/FCTUC), Francisco Neves (LIP Coimbra), Tiago Cerqueira (CFisUC)
  
  DataScience ML tutorial 2022.06.27.pdf
- 12:30 → 13:00
  
  Presentation of the data challenge 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 13:00 → 14:30
  
  Lunch 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 14:30 → 16:00
  
  Statistics - Exercise session 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Exercises: https://www.pp.rhul.ac.uk/~cowan/stat/cowan_coimbra22_exercises.pdf
  
  Speaker: Glen Cowan (Royal Holloway, University of London)
  
  Exercises
- 16:00 → 16:30
  
  Afternoon tea 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
- 16:30 → 18:00
  
  Supervised work on data challenge 1h 30m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
Thursday 30 June
- 11:00 → 11:30
  
  Coffee break 30m
- 11:30 → 12:35
  
  Risks and Ethics in Data Science - Part 1 1h 5m
  
  Speaker: Joana Gonçalves Sá
  
  220630_RisksDS_LIP.pdf
- 12:40 → 13:40
  
  Lunch 1h
- 13:40 → 14:40
  
  Data challenge - Student presentations
  
  Apresentação 2.pptx
  
  challenge_results.pdf
  
  Data challenge presentaiton_MagdaDuarte.pdf
  
  DataChallengeReportPedroCosta.pdf
  
  Data Science Challenge - Fernando.pptx
- 14:40 → 14:50
  
  Conclusion and Farewell 10m several
  
  several
  
  Universidade de Coimbra
  
  Physics Department, Rua Larga, P-3004 516 Coimbra, Portugal Civil Engineering Depatment, Rua Luís Reis Santos - Pólo II
  
  Speaker: Ricardo Gonçalo (UC/LIP)
  
  FechoEscola.pdf

Data Science 2022 - School

several

Universidade de Coimbra

AD2

Physics Department

AD2

Physics Department

AD2

Physics Department

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra

several

Universidade de Coimbra