Event Recommendation Engine Challenge was my second challenge at Kaggle and I finished 15th out of 225 on final (private) leaderboard. I was able to finish 1st on public leaderboard. Believe or not but the difference doesn’t come from over fitting but rather from an external data source (Google Maps) which was forbidden. I did read the rules, but such important restriction was buried under additio