In this post I’ll share my experience and explain my approach for the Kaggle Right Whale challenge. I managed to finish in 2nd place. 1. Background Right whale is an endangered species with fewer than 500 left in the Atlantic Ocean. As part of an ongoing preservation effort, experienced marine scientists track them across the ocean to understand their behaviors, and monitor their health condition.