If you want to understand Linux systems programming, I've never found anything better than the book The Linux Programming Interface. For Linux internals, Linux

If you want to understand Linux systems programming, I've never found anything better than the book The Linux Programming Interface. For Linux internals, Linux Kernel Development by Robert Love is good. For something more removed from current systems, The Design of the UNIX Operating System and Operating Systems: Design and Implementation are good.