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Today, size of data is continuously increasing. Advent of technology has given immense data in every sector such as business, science, web application and manufacturing. Data can be of any type, it can be structured, semi-structured or un-structured. Huge size of Online data comes under the category of Big data and it is essential to train data using machine learning. In our study we have studied the role of machine learning and big data in online data.