Discovering Black Swans in the Data Lakes – Alla Sapronova, StormGeo

Empowered by latest development in machine learning and big data analysis, even with terabytes of data, we are still struggling forecasting the unexpected “black swans”. This talk will illustrate several winning approaches in rare events detection, like predicting the number of insurance claims per day.

Key Takeaways

  • How to process with unbalanced datasets
  • Can we forecast what we have not seen?
  • Rare events prediction

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