This report describes the transformation techniques to generate non-uniform random numbers with the exponential, normal and arbitrary distributions. These are generated by random number generator, which is referred to as multiplicative congruential generator or as Lehmer s generator. Then randomness of the generated distributions is tested by graphically and by chi square test.