Скачать или смотреть 2021-08 NITheCS Mini-School: Introduction to Big Data and Machine Learning for Particle Physics - L1

2021-08 NITheCS Mini-School
Prof Deepak Kar, Dr Xifeng Ruan, Prof. Bruce Mellado (WITS)
Introduction to Big Data and Machine Learning for Particle Physics

Abstract: The lectures will include an introduction to the Big Data problem in the context of Particle Physics. Data analysis to extract physics measurements at the Large Hadron Collider (LHC) requires dealing with very large data sets, large multiplicity of formats and distributed systems. Machine Learning is extensively used for the analysis of these large data sets. Lectures will include an introduction to the different algorithms and methodologies in Machine Learning used at the LHC. Lectures will be concluded with a hands-on session on anomaly detection."

For the hands-on session, we expect the students to make the following installation on their laptops before they attend the workshop sessions: Anaconda 3 and Tensor Flow:

https://www.anaconda.com/distribution/

https://www.tensorflow.org


time:

Aug 03, 2021 02:00 PM

Aug 10, 2021 02:00 PM
Aug 17, 2021 02:00 PM
Aug 24, 2021 02:00 PM
Aug 31, 2021 02:00 PM