Data Science School in (Astro)Particle Physics
Mar 12, 2018, 8:00 AM
→
Mar 14, 2018, 7:30 PM
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, March 12
Mon, Mar 12
Tue, Mar 13
Wed, Mar 14
9:00 AM
→
9:30 AM
Registration Form
30m
9:30 AM
→
11:00 AM
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
cowan_lisbon2018.pdf
11:30 AM
→
1:00 PM
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
MachineLearning_Lisbon_Lecture1.pdf
2:30 PM
→
4:30 PM
Hands-On Probability and Statistics
2h
Speaker
:
Glen Cowan
cowan_lip18_tutorial2.pdf
prob_sheet_1.pdf
prob_sheet_2.pdf
5:00 PM
→
6:30 PM
Tutorial TMVA
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_TMVA_Tutorial.pdf
tutorial_Lisbon.tar.gz
tutorial_Lisbon.zip
6:30 PM
→
6:40 PM
Introduction to data challenge
10m
LIP-DataScienceSchool-DataChallenge-Mar2018.pdf
Tuesday, March 13
Mon, Mar 12
Tue, Mar 13
Wed, Mar 14
9:30 AM
→
11:00 AM
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
11:30 AM
→
1:00 PM
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_Lecture2.pdf
2:30 PM
→
4:30 PM
Tutorial Keras
2h
Speaker
:
Giles Strong
(
LIP
)
Data download
docker setup instructions.txt
Learning-rate finder and cosine annealing
Tutorial on Github
5:00 PM
→
6:30 PM
Data Challenge
1h 30m
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
Wednesday, March 14
Mon, Mar 12
Tue, Mar 13
Wed, Mar 14
9:30 AM
→
11:00 AM
Probability and Statistics
1h 30m
Speaker
:
Glen Cowan
11:30 AM
→
1:00 PM
Machine Learning
1h 30m
Speaker
:
Lorenzo Moneta
Lisbon_Lecture3.pdf
2:30 PM
→
3:30 PM
Data Challenge
1h
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
3:30 PM
→
4:30 PM
Data Challenge presentation and discussion
1h
5:00 PM
→
6:30 PM
Data Challenge presentation and discussion
1h 30m
Data challenge from Cristóvão and Diogo