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Target potential B2C bank market by forecasting probability distribution of their future revenue

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xfzhang-zoey/Predictive-data-modeling_multi-regression_Forecast-revenue-classes-bank

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Forecast revenue classes of potential future clients based on present clients on global level

As a data analyst for a bank at international scale, forecast its targeting future customers based on the actual customer data:

  • revenue of actual customers (parents of future customers)
  • average revenue of the country where live the actual customers
  • Gini index for the country

Skills:

  • Exploratory Data Analysis
  • Inference statistic analysis
  • Probability theory
  • Data generation
  • Predictive data modeling via multi-linear regression
  • Evaluation of model performance and optimisation of model
  • Data visualisation

Project description in detail: https://openclassrooms.com/fr/paths/65/projects/148/assignment