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Library/ Machine Learning (Supervised + Unsupervised)/ Supervised Learning by Building/ S13 · Build: Save, Pipeline & Local Deployment

subtopic

From demo to API and monitoring (glimpse)

10 min applied10 min research2 curated resources

Wrap predict_one in a FastAPI endpoint and list what to monitor after launch. Concepts: API serving; drift; performance monitoring; retraining triggers Project A: Monitor approval rate, score distribution, and Bad rate when labels arrive months later. Project B: Monitor daily MAE; retrain monthly; alert when error jumps.

Notes, key code, what to skip and 2 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

From demo to API and monitoring (glimpse) · 1x1labs.ai