It is known that the set of rational numbers are countable.
Union of rational numbers and irrational numbers gives the real numbers.
Since Q[0,1] is countable and [0,1] is not countable.
So the only possibility is that is uncountable.
Hence, the set of irrational numbers in [0,1] is not countable.