Data Science: Why Most Models Fail in Production
No matter your particular focus, you’ve likely had a data science model fail in production despite very positive results up to that point. But why is this? Most data science models don’t fail because the math is wrong. They fail because reality is. What Usually Breaks Often in data science, the training data looks clean,