The Datamine Guide to Predictive & AI Modelling

In the Datamine Guide to Predictive and AI Modelling, we look at the model development process, the benefits and the issues involved with this type of complex analytics.

This guide does not instruct people on how to build these 
models, but it covers the steps involved and the practical issues 
to consider

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  1. What is a model?
  2. What are predictive models?
  3. Steps in predictive and AI model development
    • Define the objective
    • Create data sets
    • Build the statistical model
    • Calculate a score
    • Validate the model
    • Apply the model
    • Rank the customer base
    • Measure effectiveness
  4. Summary