Creating Rest API with Pre-trained Machine Learning Models and Deploying it in Cloud

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.

 

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