The Data Science Process_Part 2 (Practice)

As already discussed the Stages in the knowledge discovery process are:

  • Opportunity Assessment & Business Understanding
  • Data Understanding & Data Acquisition
  • Data Cleaning and Transformation
  • Model Building
  • Policy Construction
  • Evaluation, Residuals and Metrics
  • Model Deployment, Monitoring, Model Updates

Let’s see these stages in more detail:  Continue reading