|
09:30
|
--- Coffee and tea ---
|
|
10:00
|
Intro session
(until 12:00)
|
|
10:00
|
Introduction and round table
-
David Miller
(University of Chicago (US))
|
|
10:20
|
Discussion of projects for the workshop
|
|
10:40
|
Integrative Cyberinfrastructure for the EFI
-
Robert William Gardner Jr
(University of Chicago (US))
|
|
10:50
|
Brief introduction to modern data analysis environments
- Dr
Benedikt Riedel
(University of Chicago)
|
|
11:10
|
Hands-on session with Python, Jupyter Notebooks, and ROOT
-
Giordon Holtsberg Stark
(University of Chicago (US))
|
|
|
09:30
|
Morning session
(until 12:00)
|
|
09:30
|
Introduction to statistical analysis tools
-
Maximilian J Swiatlowski
(University of Chicago (US))
|
|
09:55
|
Hands-on with HistFitter for counting experiments
-
Maximilian J Swiatlowski
(University of Chicago (US))
|
|
10:20
|
--- Coffee Break ---
|
|
10:40
|
Data visualization with ROOT, D3, Bokeh, and HoloViews
-
Teodora Szasz
(University of Chicago Research Computing Center)
|
|
|
09:30
|
Morning session
(until 12:00)
|
|
09:30
|
Introduction to distributed computing
-
Lincoln Bryant
(University of Chicago (US))
|
|
09:50
|
Hands-on session with OSG Connect
-
Benedikt Riedel
(University of Chicago)
|
|
10:20
|
--- Coffee break ---
|
|
10:45
|
Introduction to Elasticsearch
-
Ilija Vukotic
(University of Chicago (US))
|
|
11:05
|
Hands on: using Elasticsearch for ML
-
Ilija Vukotic
(University of Chicago (US))
|
|
|
12:00
|
--- Lunch break ---
|
|
13:00
|
Afternoon session
(until 17:30)
|
|
13:00
|
Introduction to pattern recognition algorithms and Machine Learning
-
Ben Nachman
(Lawrence Berkeley National Lab. (US))
|
|
13:45
|
Hands-on: 1D optimal classifier, e.g. a Gaussian process classifier, compared with a simple Neural Network
-
Ben Nachman
(Lawrence Berkeley National Lab. (US))
Mats Joakim Robert Olsson
(University of Chicago (US))
|
|
14:30
|
--- Coffee break ---
|
|
15:00
|
Advanced machine learning application in high energy physics
-
Ben Nachman
(Lawrence Berkeley National Lab. (US))
|
|
15:45
|
Keras deep learning images
-
Mats Joakim Robert Olsson
(University of Chicago (US))
|
|
16:35
|
Demo: Balancing a pole using "Reinforcement Learning"
-
Mats Joakim Robert Olsson
(University of Chicago (US))
|
|
|
12:00
|
--- Lunch break ---
|
|
13:00
|
--- Break for 50th anniversary UChicago-Fermilab Event ---
|
|
|
12:00
|
--- Lunch break ---
|
|
13:00
|
Afternoon session
(until 15:30)
|
|
13:00
|
Run jobs on distributed computing
|
|
13:20
|
MVA and/or machine learning examples
|
|
13:50
|
Visualizations
|
|
14:10
|
Wrap up
|
|
