A. Neumaier said:
So which prior efforts did you make after my suggestion? Nothing is obtained for free, and nobody here likes to repeat stuff that you can read in many places.
On standard mathematics, wikipedia is quite good and far more thorough for a first orientation than anything you'd be explained here - just remain aware that nothing you read (whether on wikipedia or here) is guaranteed to be correct. You must do your own checking anyway.
Then when you have questions that wikipedia leaves open, or when you get inconsistent messages from different sources, its the time to come here to PF and ask. (About Hilbert spaces in the math section, about the underlying physics in the present one.)