In our pursuit to make data simple and accessible, we created Data Science Experience (DSX), a Cloud-based, innovative end-to-end experience for data scientists to research, create, and collaborate across multidisciplinary teams. DSX merges a powerful set of open-source and legacy tools with an online community for data scientists. There are no barriers between the creative and the learning experience, which we found is exactly how data scientists work. We took a design-centered approach, led the effort from concept to launch, and pushed back to ensure the user experience was not compromised.