Decision making based on data analysis is the backborne of all Companies and Organizations progress. Data Science and its major componets namely : Machine Learning, Big Data ,Artificial Intelligence, Business Intelligence, Data Analysis, Data Engineering is ashering in a new technological dispensation of realising the value of accumulating information in organizations and companiesdata bases . Application development becomes a key element of monitoring the daily activities . Financial Engineering