Inquiry Response: Enterprise Machine Learning Platforms
We are working on a platform to empower data scientists across the enterprise to build and manage their own machine-learning (ML) models. Do you have any ideas for how to approach this project?
THE BIG IDEAS:
- Third-party vendor considerations
- Build versus buy
- Considerations for model management and retraining
THIRD-PARTY VENDOR CONSIDERATIONS
When thinking about ML platforms and third-party vendor solutions, people often think about scalability. However, there are other crucial considerations, too.
- In general, vendors build