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Linux Administration Handbook. Nemeth, Evi, et. al.
There is also one exclusive to UNIX by the same folks. At the end of each chapter there are projects to do that apply the previous reading. I have found it extremely useful.
Reading is pretty lighthearted and is pretty interesting as well.
My $0.02
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