Download Tutorial Addressing Large Hadron Collider Challenges by Machine Learning
The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It does not produce the big data, the data is gigantic. Just one of the four gigabytes per second experiences. The intensity of data is only going to be increased over time. So the data processing techniques have to be sophisticated and unique. In this race we’ll introduce the students to the concepts of physics behind the science of physics. Of course we will be polling the major stages of the data processing pipelines, and focus on the role of the Machine Learning techniques for such tasks as tracking character recognition, particle identification, online real-time processing (triggers) and search for very rare decays. New Physics using advanced data analysis techniques. On the completion of the pathway you will understand the principles of the Experimental Physics and Machine Learning much better.