4210 - Model Operationalization

4210 - Model Operationalization

Issued by GAIn® - The Global AI network

Without model implementation in production systems, you will not make any impact on business processes. In this two-day badge, you start on day one with the relevant Python coding skills for data scientists such as data transformation, exploration, and visualization. On the second day, you learn how to use APIs to deploy your model in order to achieve full business impact. ISSUED BY GAIn® - The Global AI network CREATED

Skills

Earning Criteria

  • Model operationalization basics – Get an overview of the process and the technology options.
  • Model deployment – Explain the role of model deployment and the different types of deployment methods.
  • Working with APIs – Learn what an API is, how to define them and implement one yourself.
  • Model deployment behind APIs – Learn how to deploy your model behind an API and how it can be called from a web application.
  • Orchestration basics using Jenkins – Use Jenkins as an orchestrator to call your model and all other operationalization steps.
  • Exam