I have been trying to learn about the classification of semi-simple Lie algebras and their representations using the Cartan Weyl approach i.e. Cartan subalgebra, roots, weights...
I would like to find a book that includes proofs since most times I come across statements and formulas I just have to accept. Some examples of the proofs I would like to see are about:
How do I know that the algebra contains elements $H_i$ such that $ad_{H_i}$ are diagonalizable maps?
Why $[H_i,H_j]=0$ implies that $ad_{H_i}$ and $ad_{H_j}$ are simultaneously diagonalizable?
How do I know that the eigenvectors of $ad_{H_i}$ are a basis of the algebra?
How to derive the properties of the roots? For example, if $\alpha$ is a root then the only multiples which are roots are $\pm\alpha$.
How to derive the properties of the Cartan matrix.
I would appreciate any recommendations where I can read about this topics. Thank you in advance!