Hi Alexander
You don't need to delete the questions - it is possible to create categories for questions and move questions you don't require to another category and select questions from a category.
It is also possible to select a specified number of random questions from a category and you can regenerate to include non used questions at a later date if required.
See the Question bank docs for a more detailed description of the options.
Regards