"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

December 05, 2021

Data Science Skills

  • Domain - When we had the best algos but accuracy was poor we figured out domain aspects we missed
  • Algos - Some advanced algos Transformer-based models did give us a good baseline, They do help with their latest improvements. Best Algo plus domain knowledge to find relevant variables is key for success. 
  • Data Engineering - Time to incorporate, design, manage features has to be future driven not one at a time
  • Communication - Explaining this feature is needed and connects this way to the big picture matters

Data science use case has multiple stakeholders Every aspect of listed points helps to bring everyone/address clarification that arises while implementation.

Keep Thinking!!!

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