Summarize the banks marketing challenges

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Assignment:

Your assignment is to leverage your cluster analysis skills to uncover patterns within this dataset. The bank is particularly interested in targeting specific customer segments that are more inclined to open a term deposit account. They believe that a data-driven approach will enhance their campaign's effectiveness and lead to better resource allocation. Using the data set provided, complete the following tasks:

  • Business Problem Overview. Summarize the bank's marketing challenges and use descriptive statistics to highlight key customer characteristics.
  • Clustering Analysis. Using Excel Solver, identify two alternative clustering solutions to help the bank with the goal of targeting customers, most likely to open a term deposit account. Visualize the clusters with appropriate charts to illustrate patterns.
  • Comparative Analysis. Analyze and compare the two proposed alternative clustering solutions, focusing on their relevance to the bank's business problem.
  • Recommendations. Based on your analysis, provide actionable recommendations for refining the bank's marketing strategy based on your analysis.

Reference no: EM133853106

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