This presentation discusses mapping RNA-seq reads to genes in order to construct a count table. There are two scenarios - mapping to a reference genome sequence or performing a de novo assembly. When a reference is available, reads are mapped using gapped alignment to account for reads spanning introns. It is important to use genome annotations and check mapping quality using tools like RSeQC and BamQC to visualize coverage and duplication rates.