Tools, tools, and more tools continue to explode in the analytics marketplace as being key enablers in facilitating the many tasks and functions of the data scientist. These tools are not only used in conducting advanced mathematical routines and visualization reports but also in creating the analytical file. The use and consideration of certain tools will depend on what is being done within the predictive analytics process. For example, are we building an analytical file, conducting advanced mathematical routines or communicating our results to key business stakeholders. In this article, we will examine the first scenario of building the analytical
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