Supervised by PhD Watheq .J Normal distribution of data is so important in statistic and in construction geostatistical modeling in order to obtain accurate models .There are several ways to transform data from non normal distribution into normal distribution .In this project , we are going to make prediction for core permeability by using Log and BOX-COX transformation and then we compare the results.