how to find maximum valued key in dictionary in python

Let's give that lambda function a name:

    def lookup(k):
        return my_dict[k]

All it does is lookup the key `k` in your dictionary.

Then,

    key_max = max(my_dict.keys(), key=lookup)

simply finds the key with the largest lookup value.