Project information
- Category: Course Job
- Client: Alura
- Project date: 9 July, 2021
- Client Details: Alura's web site
MLOPs Description
MLOPs stands for machine learning operations, which we can define as the development and use of machine learning by development operations teams.
This course teaches me how to arrange a machine learning project using coockiecutter data science template so that it can be used as an API. In this way, the model can be accessed by any application in a microservice architecture. Also, we used Docker to encapsulate applications into a container and, by doing so, meet the best DevOps practices.
Technologies
- Python
- Flask
- Docker
- Jupyter Notebook