Heavy-flavour jet tagging studies

In this work, two approaches to the jet flavour tagging are studied using Monte Carlo simulated events with jets. First of them is the well established secondary vertex tagging with subsequent application of BDT method. The second studied approach to jet tagging is to use more sophisticated deep neural networks.