Machine learning for heliophysics

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Description

Introduction to machine learning for heliophysics, including an outlook to recent models in machine learning with potential applications to heliophysics. 
During the school the new instruments developed during the EC Horizon 2020 AIDA project will be shown: AIDApy and AIDAdb. These tools are open source software and were designed to simplify the use of machine learning in any heliophysics application. In particular the school will show how to use the main developed modules on AIDApy.

Skills

Improving skills on machine learning for heliophysics and learn using the two AIDA developed instruments in this field

Target audience

Data scientists

Pre-requisites

Pyhton, numerical methods (statistics), Machine/Deep Learning concepts

 

Intended for: 
Research Institutions
Universities
Area: 
Data
Provided as: 
Webinar

Next courses

Non sono previste edizioni di questo corso.

Any question?

For HPC and computer graphics courses, write to corsi.hpc@cineca.it

About CINECA

Cineca is a non profit Consortium, made up of 102 Italian national institutions: Universities, Italian Research Institutions and the Italian Ministries of Universities and Education.

Today it is the largest Italian computing centre, one of the most important worldwide. With more seven hundred employees, it operates in the technological transfer sector through high performance scientific computing, the management and development of networks and web based services, and the development of complex information systems for treating large amounts of data.

It develops advanced Information Technology applications and services, acting like a trait-d'union between the academic world, the sphere of pure research and the world of industry and Public Administration. .

Visit the Cineca website