Chief Scientist, Kaggle, USA
How to run competitions effectively on the Kaggle platform
I will cover any of the following topics (among others):
- The biggest mistakes to avoid in designing competitions
- Methodologies and processes machine learning engineers follow to repeatedly win competitions
- What competitions are great for & what they're not great for
- Transitioning results from research competitions to production implementations
- Dynamics of competition participation (how the leaderboard drives performance, validation set vs. holdout set, etc.)
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