IBM Certified Associate - SPSS Modeler Data Analysis v2

IBM Certified Associate – SPSS Modeler Data Analysis v2

Skills acquired during recommended training

Business Understanding

  • Review the CRISP methodology

General Operations in Modeler

  • Build streams
  • Run streams
  • Read different types of files into Modeler

Data Understanding

  • Extent of missing data
  • Outliers
  • Field distribution and summary statistics
  • Auto checking for missing and out of bounds data
  • Bivariate relationships between variables

Data Preparation

  • Create new variables with the Derive Node
  • Create new variables with the Reclassify Node
  • Combine data files
  • Restructure data
  • Aggregate data
  • Remove duplicates
  • Sampling cases
  • Balance data
  • Data caching
  • Partitione data
  • Missing Value replacement

Modeling

  • Predictive models
  • Cluster models
  • Association models