Data Science 2022 - School

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

several (Universidade de Coimbra)

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

Data Science in (Astro)Particle Physics and Cosmology

Monday, 27 June

09:45 Registration

Welcome

1 Welcome to the Physics Department

Speaker: Prof. Constança Providência (FCTUC)

2 Introduction to the School

Speaker: Ricardo Gonçalo (UC/LIP)

Opening.pdf

3 Statistics - Lecture 1

Speaker: Glen Cowan (Royal Holloway, University of London)

Lecture 1

11:40 Coffee break

4 Machine learning - Lecture 1

Speaker: Márcio Ferreira (CFisUC)

LIP_DataScience_part1.pdf

13:10 Lunch

5 Machine learning - tools / tutorial

Speakers: Cerqueira Tiago (CFisUC), Filipe Veloso (LIP/FCTUC), Francisco Neves (LIP Coimbra)

DataScience ML tutorial 2022.06.27.pdf

16:00 Afternoon tea

6 Statistics - Lecture 2

Speaker: Glen Cowan (Royal Holloway, University of London)

Lecture 2

Tuesday, 28 June

7 Machine learning - Lecture 2

Speaker: Márcio Ferreira (CFisUC)

LIP_DataScience_part2.pdf

10:30 Coffee break

8 Machine learning - tools / tutorial

Speakers: Filipe Veloso (LIP/FCTUC), Francisco Neves (LIP Coimbra), Tiago Cerqueira (CFisUC)

DataScience ML tutorial 2022.06.27.pdf

9 Presentation of the data challenge

13:00 Lunch

10 Statistics - Exercise session

Exercises: https://www.pp.rhul.ac.uk/~cowan/stat/cowan_coimbra22_exercises.pdf

Speaker: Glen Cowan (Royal Holloway, University of London)

Exercises

16:00 Afternoon tea

11 Supervised work on data challenge

Thursday, 30 June

11:00 Coffee break

12 Risks and Ethics in Data Science - Part 1

Speaker: Joana Gonçalves Sá

220630_RisksDS_LIP.pdf

12:40 Lunch

Data challenge - Student presentations

Apresentação 2.pptx

challenge_results.pdf

Data challenge presentaiton_MagdaDuarte.pdf

DataChallengeReportPedroCosta.pdf

Data Science Challenge - Fernando.pptx

13 Conclusion and Farewell

Speaker: Ricardo Gonçalo (UC/LIP)

FechoEscola.pdf