Professional Development · IT & Digital · Module 5: Deep Learning and Production

Deploying a Model: From Notebook to API

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Package a trained model and serve it as an API that can be called by other applications — the critical step from experiment to production value.

Inhaltsübersicht

  • Why Deployment Matters — and the Model Serialisation Problem
  • Building a REST API with FastAPI or Flask
  • Docker Containerisation: Packaging Model and API Together
  • Model Serving Options, Versioning, A/B Testing, and Infrastructure as Code
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