In this talk we first present our recently published R/Bioconductor package TCGAbiolinks. We give a short introduction into how to use the package to query The Cancer Genome Atlas (TCGA) database, download the data and carry out a number of standard analyses using genomic, epigenomic & transcriptomic data.