Inquiry Response: Enterprise Machine Learning Platforms

Inquiry:

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?

Response:

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

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