Everything is possible but not everything is probable?

From a probability standpoint this is not a true statement. Probability can be equal to zero for an event, indicating that it is impossible.

The difference between 'impossible' and 'improbable' from a probability standpoint is that an impossible event has a probability of 0 while an improbable event has a very, very small probability.