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Final project for the course "Development of Intelligent Computer Systems" at IME-USP. Containerized ML serverless solution, structured in microservices with training pipeline and model validation, which are served in an API built with bottle and automated tests.

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Development of Intelligent Computer Systems

Project for the course "Development of Intelligent Computer Systems" at IME-USP.

Clone this repo and submit your solution as instructed in class.

In the first part of this project, we will create the training pipeline for a categorization model. More instructions are available here.

In the second part of this project, we will create an API for the categorization model developed previously. More instructions are available here.

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Final project for the course "Development of Intelligent Computer Systems" at IME-USP. Containerized ML serverless solution, structured in microservices with training pipeline and model validation, which are served in an API built with bottle and automated tests.

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  • Jupyter Notebook 75.2%
  • Dockerfile 12.9%
  • Python 9.5%
  • Shell 2.4%