The Ravelin team has four core data science principles:
- All new starters (of any seniority) will build, train and deploy production models within their first week.
- Automate the automatable and use humans for the rest.
- Deploy models incrementally and often.
- End users will never notice a model change, other than improved results
The post goes super-deep into their specific practices in each of these areas. Impressive.Read more...