1. Why is it so important to build models and analyze data using a scientific process?
Because if you do not, humans are going to make many mistakes. Rules of thumb and estimates are often biased and wrong. Although an answer might seem “close,” the difference with a fully optimized model can mean millions of dollars if a decision is needed repeatedly.