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The video tutorial discusses two pathways for analyzing RNA sequencings: using a reference or assembling reads without a reference. With a reference, reads are cleaned and mapped back for counting. Without a reference, reads are assembled by finding overlapping sequences to build a transcript. The goal is to generate a contiguous sequence of reads that overlap to form a transcript in comparative genomics.