Prerequisite: None
This presentation explores M1’s journey from spreadsheets to machine learning and MLOps in six months. It begins by outlining the right organizational design to balance the structure of centralization with the speed of decentralization. It then presents an overview of how to scale a data science and analytics organization, including how to move toward MLOps and best practices to ensure that the practice can scale.