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What are best practices for Model Serving & APIs

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When working with Model Serving & APIs, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A mobile app sends a photo to a model serving API and receives back a prediction of what object is in the photo.

Common follow-ups: What is AI Model Deployment & MLOps, How is Model Serving & APIs evaluated in practice, What tools are commonly used for Model Serving & APIs

AI Model Deployment & MLOps topics: Introduction to MLOps Model Versioning CI/CD for Machine Learning
All 7 Model Serving & APIs questions