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
1
Registration Form
2
Probability and Statistics
Speaker
:
Glen Cowan
cowan_lisbon2018.pdf
3
Machine Learning
Speaker
:
Lorenzo Moneta
MachineLearning_Lisbon_Lecture1.pdf
4
Hands-On Probability and Statistics
Speaker
:
Glen Cowan
cowan_lip18_tutorial2.pdf
prob_sheet_1.pdf
prob_sheet_2.pdf
5
Tutorial TMVA
Speaker
:
Lorenzo Moneta
Lisbon_TMVA_Tutorial.pdf
tutorial_Lisbon.tar.gz
tutorial_Lisbon.zip
6
Introduction to data challenge
LIP-DataScienceSchool-DataChallenge-Mar2018.pdf
Tuesday, 13 March
Mon, 12 Mar
Tue, 13 Mar
Wed, 14 Mar
7
Probability and Statistics
Speaker
:
Glen Cowan
8
Machine Learning
Speaker
:
Lorenzo Moneta
Lisbon_Lecture2.pdf
9
Tutorial Keras
Speaker
:
Giles Strong
(
LIP
)
Data download
docker setup instructions.txt
Learning-rate finder and cosine annealing
Tutorial on Github
10
Data Challenge
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
Wednesday, 14 March
Mon, 12 Mar
Tue, 13 Mar
Wed, 14 Mar
11
Probability and Statistics
Speaker
:
Glen Cowan
12
Machine Learning
Speaker
:
Lorenzo Moneta
Lisbon_Lecture3.pdf
13
Data Challenge
Speaker
:
Nuno Castro
(
LIP, and University of Minho
)
14
Data Challenge presentation and discussion
15
Data Challenge presentation and discussion
Data challenge from Cristóvão and Diogo