I really like "Finite-Dimensional Vector Spaces" by Paul Halmos (Undergraduate Texts in Mathematics).
Is there any graduate level version of this book (not necessarily by Halmos), i.e. similar subject and style but at a more advanced level?
I am not really interested in the analysis part (e.g. convergence, completeness etc) but rather more interested in the algebraic parts like Eigenvalues, Eigenvectors and Spectral Theorems.
Thanks for any recommendations.
Besides Greub's text, here are a few others that appear to fit your objectives . . .
From the preface:
This book is a thorough introduction to linear algebra, for the graduate or advanced undergraduate student.$\\[10pt]$
From the preface:
Our title "Further Linear Algebra" suggests already that the reader will be familiar with the basics of this discipline.$\\[10pt]$
From the preface:
. . . through the choice of various subsets of the chapters, this book can be appropriate for a single upper-division or graduate course in linear algebra, . . .