There are a number of ways to accomplish this common task
reject
This is the one I use most often for cleaning up hashes as its short, clean, and flexible enough to support any conditional and doesn't mutate the original object. Here is a good article on the benefits of immutability in ruby.
hash.reject {|_,v| v.blank?}
Note: The underscore in the above example is used to indicate that we want to unpack the tuple passed to the proc, but we aren't using the first value (key).
reject!
However, if you want to mutate the original object:
hash.reject! {|_,v| v.blank?}
select
Conversely, you use select which will only return the values that return true when evaluated
hash.select {|_,v| v.present? }
select!
...and the mutating version
hash.select {|_,v| v.present? }
compact
Lastly, when you only need to remove keys that have nil
values...
hash.compact
compact!
You have picked up the pattern by now, but this is the version that modifies the original hash!
hash.compact!