Modern applications running in the cloud often rely on REST based Micro Services architecture. In this article,I will build Restful Micro services(Rest API) with pre-trained ML model using Django Rest Framework and deploy it in Google App engine of Google Cloud Platform.
This article requires joining together various components:
- Scikit–learn Logistic Regression : for training Machine Learning Model.
- Django Rest Framework : for creating a Restful Micro services in python.
- Swagger : for creating Rest API documentation.
- Google App Engine:for deploying Restful Micro services in Google Cloud platform.