In my paper I will evaluate features for processing Map reduce of Data science which ensures business alignment, growing skills, share knowledge and manage best practices and also cost effectiveness of the Hadoop. Data science is about to build data products not just answering the questions and products empower others to use the data. May help communicate your results, may empower others to do their own analysis actually data science is able to take data and able to understand it, to process it. To extract value from it, to visualize it, to communicate it that’s going to be a huge imprint skill