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[Music] hi guys welcome back to my channel im so happy to see you all here so this video is going to be fairly straightforward where i will be talking about three ways to convert ensemble ids to gene symbols we all have dealt with gene list and some point and these gene lists have been derived from uh differential express analysis where we have a list of differentially expressed genes or transcripts or uh the list of genes that are involved in a particular pathway and oftentimes these genes are in different formats they can be in the format of ensemble id or refseq ids or entries ids and oftentimes were required to convert the ids from one format to the other so there are various ways and methods available to do this conversion but today i want to talk about um three methods uh which we will utilize and which i will demonstrate um as how can we use these methods to convert the id from one format to the other so for the first method we will be utilizing biomart so ensembl biomart is