Numerical C++
This is a nice introduction to numerical C++
This is about numerically solving PDEs
This is about optimizing C++ software

Some interesting Libraries
Blitz++:Turing-complete metatemplate library for Linear Algebra (compile-time polymorphism)
Boost: a guide here

Tools
Tools for scientific Computing. (a blog post by Eric Jonas)