With the vast amount of data generation, businesses in various industries are focusing to exploit data for competitive advantage. The amount and variety of data generated have outstripped the capacity of manual analysis and conventional databases. This convergence has led to the widespread application of data science which is a set of fundamental principles that supports and guides the extraction of information and knowledge from the data.