Automating Model Deployment: From Training to Production

作者

  • Amandeep Singla Author
  • Sandarsh Chavalmane Author

DOI:

https://doi.org/10.60087/jklst.vol2.n3.p347

关键词:

Automated Model Deployment, Model Training, Production Environment, Continuous Integration and Continuous Deployment (CI/CD), Containerization, Orchestration Tools

摘要

The rapid evolution of machine learning models has led to an increased demand for efficient and streamlined processes in deploying these models from the training phase to production environments. This article explores the critical aspects of automating model deployment, focusing on the seamless transition from the development and training phase to the operational deployment in production settings.

                                                                           

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已出版

2023-04-14

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