Numerical Analysis or Numerical Linear Algebra Book with Available Solutions? I am a beginning graduate student in Mathematics soon and I am planning to self-study Numerical Analysis and Numerical Linear Algebra. I know there are already reference-request questions about this, but I am looking for some more specific books.
I am looking for books in the following categories:

*

*Books with difficult problems, and solutions in the back (ideal)

*Books with difficult problems

*Books with solutions in the back

*Books with separate solution manuals

*Problem books (ideally with solutions in the back, or solution manuals)

Could you please recommend me some textbooks, and tell me in which category they are? Thank you very much, any recommendations are immensely appreciated!
 A: Schaum's Outline of Numerical Analysis.
A: I would recommend this book:
Burden, Richard L., and J. Douglas Faires. Numerical Analysis. 9th ed. 2010. ISBN-13: 978-0538733519.
Since difficulty is necessarily subjective, I wouldn't attempt to answer what category it is in. However, here's a free PDF version in case you want to check out what it's like.
A: For a more proof-heavy treatment, I'd suggest
Isaacson, E., & Keller, H. B. Analysis of numerical methods.
A comprehensive treatment of several methods, with emphasis on proofs and theory. No solutions in the back, though.
A: I was an algebra major student and later a postgraduate student in topological algebra. We had two main books with linear algebra problems (but, as far as I remember, non-Numerical). The books contained a lot of problems and, in the back, hints for some of (I guess, harder) problems. Maybe there are separate books containing full solutions for these problems.
[Kos] This is an English translation of the second edition of [Kos2]. This books contains relatively hard problems. One of its three chapters (about a hundred pages)  is devoted to linear algebra and geometry. Unfortunately, the second edition of the book contains
sufficiently many misprints, which are hopefully fixed in [Kos2].
[Pro] This books has about 350 pages and two thousands linear algebra problems.
References
[Kos] Exercises in algebra: a collection of exercises in algebra, linear algebra and geometry, ed. Kostrikin A.I., Gordon and Breach Publ., 1996.
[Kos2] A collection of linear algebra problems, 3-edn, corrected and extended, ed. Kostrikin A.I., Moscow, Phys.-mat. lit, 2001, in Russian (Сборник задач по линейной алгебре, под редакцией А.И. Кострикина, издание третье, исправленное и дополненное, Москва, Физико-математическая литература, 2001). I did not find an English translation.
[Pro] Proskuryakov I.V., A collection of linear algebra problems, in Russian (Проскуряков И.В. Сборник задач по линейной алгебре). I did not find an English translation.
