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Training materials

Browse HEP training materials from the HEP Training catalogue.
Scoped to the CERN EOSC Node Space.

31 materials found

Hadoop Tutorials 2016

Intermediate

Hadoop Tutorials The Hadoop ecosystem is the leading opensource platform for distributed storage and processing of "big data". The Hadoop platform is available at CERN as a central service provided by the IT department. These tutorials organized by the IT Hadoop service, aims to introduce the main concepts about Hadoop technology in a practical way and is targeted to those who would like to start using the service for distributed parallel data processing. Attendees will have the possibility to access a test Hadoop system where they will be able to perform hands-on exercises. Instructions will be provided by the speakers. To facilitate the preparation of the test environment, please register if you plan to attend. [alt text] (https://cern.ch/swanserver/cgi-bin/go?projurl=https://github.com/prasanthkothuri/hadoop-tutorials-2016.git)

Github Repositoryhadoopopen sourcebig dataswan
Training

Intermediate

SWAN training material Physics Analysis Use Case The notebooks in this folder guide through an examplary analysis producing a dimuon spectrum from CMS Open Data, both in C++ and Python. The tools used for the analysis include ROOT's RDataFrame and graphics, numpy, pandas and matplotlib, all of them available in SWAN via the LCG releases on CVMFS. This material is based on the analysis done by Stefan Wunsch, available here in CERN's Open Data portal

Github Repositoryswantraining material
SWAN Help

Beginner

Documentations for SWAN, see GitHub repository at [https://github.com/swan-cern/help](https://github.com/swan-cern/help)

Documentationswaninteractive data analysiscloudjupyter notebook
CERN Open Data search tips

Beginner

The search engine of the CERN Open Data Portal allows different types of queries. The most common filters can be applied with the selection boxes on the left: experiment, type of record, file format, etc...

Tipscern open datatips
CERN Open Data – CMS Guide to education use of CMS Open Data, Dive deeper into the data

Advanced

If you want a more detailed understanding of particle physics or an introduction aimed at the university level, take a look at some of the other resources in this page.

Guidecern open datacmsguidecms open datadata
CERN Open Data – CMS Guide to education use of CMS Open Data, Make histograms with collision data

Intermediate

You can get an overview of our education resources through this search query with your keyword of interest (you can change the pre-defined keywords here).

Guidecern open datacmsguidecms open datacollisionshistograms
CERN Open Data – CMS Guide to education use of CMS Open Data, Visualise collisions

Beginner

If you are new to particle physics, your time is limited, or you want to do something online fairly quickly, have a look at visual displays of real particle collisions. For example, here are collision events which contributed to the discovery of the Higgs boson in 2012

Guidecern open datacmsguidecms open datacollisions
CERN Open Data – Datasets

Beginner

A filtered list of CERN Open Data Portals about available datasets

Datasetcern open dataguidesCMSATLASlhcbdelphijade
CERN Open Data – Guides

Beginner

A filtered list of CERN Open Data Portals about guides to introduce you to physics analyses

Guidecern open dataguidesCMSATLASlhcbdelphijade
CERN Open Data – Teaching materials

Beginner

A filtered list of CERN Open Data Portals about materials labelled with the `teaching` keyword.

Teaching materialcern open dataeducationCMSteaching
CERN Open Data – Education materials

Beginner

A filtered list of CERN Open Data Portals about materials labelled with the `education` keyword.

Education materialcern open dataeducationCMSATLAS