Data analytics is a born product of data science. today now a day data has been the like as a cubic 3-D combination puzzle that it increases the order complexity is increase to analyze them exactly now happens in data that will be generated from any large-scale organization or by an individual. So now in each and every aspect, we want to analyze them to beneficial for us to take optimize decisions on that raw of data. But we think that how to do it that data would be analyzed inefficient in a way So now we are learning about probability and statistics from higher school to higher educations this is the application of the magic of data statistical called data analytics. we all are heard about Six sigma which involved the analysis of the business manufacturing defects, productivity, profitability,..etc. It has a task to extract useful hidden insights in the data which we are gathered and analyze them concerning business requirements.