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Mind map

Deloitte Data Análisis

Montserrat Aguirre Spanish

Map content

Deloitte Data Análisis

  1. Model performance

    • confussion matrix
    • predictive power
    • Godenesess of fit
  2. Model interpretation

  3. Data quality

    • Strong Modeling Challenges with data of 5% defaults
    • Can be numerical or categorical
    • Preprocessing and checking the quality of the underlying data
    • Outlines events that occur with a small probability and a high impact
      • Can be detected by using boxplots
  4. Probability of missing a payment

    • Health score
      • Credit scoring model
        • New clients
  5. Ingredients

    • Case study
    • Advanced Analitics
    • Database management
    • Distributed files systems
  6. The analysis of data requires some IT infrastructure to support the work

    • Database management systems includes SQL,Oracle, Sybase
  7. Test the ability to give the correct answer to a new case

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Mind Map on Deloitte Data Análisis, created by Montserrat Aguirre on 20/10/2019.
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