Data Science School in (Astro)Particle Physics
12 Mar 2018, 08:00
→
14 Mar 2018, 19:30
UTC
UL - 3Is main auditorium (LIP)
UL - 3Is main auditorium
LIP
Av. Prof. Gama Pinto 2, Complexo Interdisciplinar (3is) 1600-078 Lisboa - Portugal
Description
www.lip.pt/data-science-2018
Monday, 12 March
Mon, 12 Mar
Tue, 13 Mar
Wed, 14 Mar
09:00
→
09:30
Registration Form
30m
09:30
→
11:00
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
cowan_lisbon2018.pdf
11:30
→
13:00
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
MachineLearning_Lisbon_Lecture1.pdf
14:30
→
16:30
Hands-On Probability and Statistics
2h
Speaker
:
Glen Cowan
cowan_lip18_tutorial2.pdf
prob_sheet_1.pdf
prob_sheet_2.pdf
17:00
→
18:30
Tutorial TMVA
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_TMVA_Tutorial.pdf
tutorial_Lisbon.tar.gz
tutorial_Lisbon.zip
18:30
→
18:40
Introduction to data challenge
10m
LIP-DataScienceSchool-DataChallenge-Mar2018.pdf
Tuesday, 13 March
Mon, 12 Mar
Tue, 13 Mar
Wed, 14 Mar
09:30
→
11:00
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
11:30
→
13:00
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_Lecture2.pdf
14:30
→
16:30
Tutorial Keras
2h
Speaker
:
Giles Strong
(
LIP
)
Data download
docker setup instructions.txt
Learning-rate finder and cosine annealing
Tutorial on Github
17:00
→
18:30
Data Challenge
1h 30m
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
Wednesday, 14 March
Mon, 12 Mar
Tue, 13 Mar
Wed, 14 Mar
09:30
→
11:00
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
11:30
→
13:00
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_Lecture3.pdf
14:30
→
15:30
Data Challenge
1h
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
15:30
→
16:30
Data Challenge presentation and discussion
1h
17:00
→
18:30
Data Challenge presentation and discussion
1h 30m
Data challenge from Cristóvão and Diogo