This is an O’Reilly book (cute animal on the cover is a rabbit) that is available online for free. It’s a great resource for someone just getting started with text mining.
Julia Silge, David Robinson. Text Mining with R (online version). Available at http://tidytextmining.com/.
You can find an earlier version of this page on my blog.