Multi-Million Dollar Mistake in Data Science Applications

Recently I was training a machine learning model and found something which I have never experienced before. The model I trained worked well in the validation and testing phase.

As I deployed it and tested it against real-life cases, its accuracy just dropped drastically. I searched, and that's when I learned about Data Leakages.