C^3

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┬áreproducibility, which is a cornerstone of production environment
    • consistency allows for model and feature monitoring, which creates a baseline for performance improvement

By: Kyrylo Pogrebenko

 

Leave a Reply

Your email address will not be published. Required fields are marked *