Running Head: THE VERY LITTLE BANK AND TRUST COMPANYPredictive Analysis of The Very Little Bank and Trust Company.Name:Institution:InstructorCourse:Date:1THE VERY LITTLE BANK AND TRUST COMPANY2Exploratory Data Analysis/Data SetIn regards to the exploration as well as analysis of data we can utilize BusinessIntelligence (BI) as well as Data mining (DM) techniques. These techniques consist of numerousformulas, models, techniques and many more elements that can improve on the analysis of data.Business Intelligence is a general term that entails databases, architectures, methodologies, toolsas well as applications with a target of utilizing data in making decisions by the management(Hu, X. (2005). On the other hand Data mining refers to Business intelligence technology thatutilizes models that are driven by data to get important knowledge such as patterns from a lot aswell as complicated data. `The information transformations that will be utilized in the evaluation are decision treeanalysis as well as a number of plotting methods like the boxplots. Variables that will be utilizedin the primary tree analysis will be considered variable y which will be converted into yn, loan,marital status as well as education. I need to observe how education, loan as well as maritalstatus affect the decision of the specified audience in regards with the marketing strategy (Ling,& Li,1998). After the comparison of the three, I would prefer to run an alternative d ...
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