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R in production : MLops for Analytics projects based in R

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Farid A.
R in production : MLops for Analytics projects based in R

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Are you using R to build your model but don't the necessary expertise , how to ship to production, and you don't know the best practices to apply for a smooth deployment and autmated pipelines?
R is only for protytping ! when it comes into productionizing the solution, better to use another language ?
WRONG. R offers a very well structured framework how to productionize you ML project .
During 3 hours , I will take you through some of the useful best pratices and hints that enables you to build an End-to-End project based on R pramming language.
The session will cover the following items:

  • Challenges from a PoC to a real product.
  • How to think scalable.
  • Containerization/Docker and R.
  • CICD pipelines overview.
  • Deploy a machine learning service as API using AWS lambda and plumber
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R End-to-End programming
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