- 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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