I haven't read any of the chapters of this, so my comparison may be a bit off, but you might check out The Elements Of Computing Systems[1]. It goes from logic gates to compilers.
I thoroughly enjoyed this book but it doesn't go into near as much detail as I would like- it gives a vague, general concept of how things work and some pointers on how to implement them, but doesn't really go into real systems, often relegating major features to "optimizations", etc.
If you're looking for a really great book on basics of systems with particular focus on Unix/Linux and C (like what this tutorial seems to be... rather than all computer science), I don't think you could do better than "Computer Systems, A Programmer's perspective" by Bryant and O'Hallaron.
For something covering the "lower half" of this material, I highly recommend Patterson and Hennessy's "Computer Organization and Design". I'm currently reading the 5th edition, and have gotten to the last chapter, which is on parallel processors.
http://www.nand2tetris.org/book.php