- 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