Soft computing mainly used to find the solution which is an approximate and inexact solution. In this paper, we discussed various soft computing and data mining tools used in different applications to achieve better predictions. We initiated with techniques in soft computing that helps to the human as computational intelligence and the tools applied in various areas. This paper gives the idea about the tools and merits of using those data mining and soft computing techniques. © International Science Press.