>
> Could anyone please guide me to online resources for understanding the
> basics of Mahout.

I don't know of any free+online book that coners Mahout in its
entirety. However there are many resources listed here:

https://mahout.apache.org/general/books-tutorials-and-talks.html

Regards,
Saleem

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