Wells Fargo: Building a World Class Data Science Team
"In order to be able to create something awesome like a great data science team, we need to be able to take those chances organizationally with people so as to produce those great outcomes we have been looking for."
Senior Vice President - Enterprise Analytics and Data Science, Wells Fargo
Overview of the Challenge
Where does the data come from? How does it all fit together? Do you understand what the data means? How do you train a model? Do you have the infrastructure? How's it going to sit in production? Do my data sources in training match what's going to be there at the time of scoring? There's so many factors to be worried about.