Due to digitalization, there is a rapid growth of data sets in different forms. When there are instances of a large and complex amount of data and the traditional data processing techniques are failing to deal with these types of complex data, this data is known as Big Data. For any decision-making in sectors like advertising, government agencies, medical research, and such we come across big data. The given data for the research has to be processed using various techniques of data analytics which is known as Big Data Analytics. These techniques are used on structured or unstructured available data which are not possible to be processed using traditional methods. In this paper, I’ll be discussing some of the major utilization of big data analytics by comparing different big data tools used for validating the data.