• Business Understanding Understand the basic problem you are trying to solve
  • Data Exploration Understand the pattern and bias in your data
  • Data Visualization Create and study of the visual representation of data
  • Predictive Modeling It is the stage where the machine learning finally comes into your data
  • Data Cleaning Detecting and correcting corrupt or inaccurate records
  • Feature Engineering It is the process of cutting down the features
  • Data Mining Gathering your data from different sources