Lessons from the Leading Edge: Machine Learning Best Practices and Challenges from Chief Data Officers Already in Production
Lessons from the Leading Edge: Machine Learning Best Practices and Challenges from Chief Data Officers Already in Production
53 PagesThe report "Lessons from the Leading Edge: Machine Learning Best Practices and Challenges from Chief Data Officers Already in Production" by Wallaroo.AI compiles insights from CDOs with ML models in production. It identifies deployment, scaling, monitoring, and optimizing as core areas of focus and details the challenges faced in integrating and managing ML technology. Key strategies include automating processes, ensuring staff expertise, and adopting purpose-built ML platforms. The goal is to leverage AI to drive substantial business value while navigating the complexities of implementation.
