C^3

Great data scientist must be:

• Curious
  • curiosity allows for finding hidden “gem” in the data, seeing beyond the data
  • curiosity allows for efficiency, as there is always room for improvement
• Creative
  • creativity allows for effective feature engineering, which impacts predictive power
  • creativity allows for better performance as it leads to improved domain knowledge
• Consistent
  • consistency allows for model reproducibility, which is a cornerstone of production environment
  • consistency allows for model and feature monitoring, which creates a baseline for performance improvement

By: Kyrylo Pogrebenko