Using data science for predictions doesn’t start with data. Our team’s approach is to start by interviewing the business experts and stakeholders about how they operate, the problems they need to solve, and what they think is causing them. Our data scientists also generate hypotheses by combining our expertise in machine learning and customer experience. We’ve written a Data Science 101 series on using data science for predictions, take a look.
