May 9, 2023 · The focus of this article is to take the complexity of the project one step further and demonstrate how to create a Django REST API with Swagger Doc using Django REST Framework (DRF)...

Dec 19, 2019 · This article explains everything from setting up Django, creating REST APIs, Testing REST APIs, Serializing a Machine Learning Model, Integrating a Machine Learning Model into an API, Authentication and Throttling with a hands-on approach in a …

Mar 20, 2023 · In this article, let’s implement a simple machine learning model and then consume it with the simple Rest API which will be created using Django. The whole application will be...

Aug 2, 2019 · Instead of calling the ML logic within the API view and waiting for it to finish, consider setting up an asychronous task queue to perform the heavy lifting independently of the synchronous request-response cycle. In the context of Django, the standard task queue implementation would be Celery.

Jan 1, 2017 · I'm trying to build a niche social network like Instagram as a Python/Django application. So the things I need, regarding architecture, are (I guess): REST API (e.g. api.mystagram.com).

Jun 21, 2021 · Defining the Django REST Framework (DRF), Django’s MVT design pattern, and how it compares to the more typical MVC architecture. This week to experiment with a new backend framework, I...

using Pythons Django Rest Framework (DRF). Study Objectives Identify the challenges facing data scientists and software engineers during Machine Learning Software Development and Deployment: i) Develop a suitable Machine Learning Software Architecture that is …

Nov 10, 2021 · In this article, we'll: Build a simple Decision Tree model to predict Drug Treatment with relatively high accuracy. Create an API with Django Rest Framework that will be used to consume the Decision Tree Model created. Let us start by building and saving a machine learning model that will be later used to make predictions for our API.

Aug 22, 2022 · Django is a framework for creating web applications in Python. While Django provides a lot of functionality, building a REST API requires you to implement it on your own. That’s when the Django REST Framework (DRF) came along, a third-party Django package dedicated to developing REST APIs in Django.

Dec 10, 2022 · Two and a half years ago we started developing a software application for creating training data for ML applications. The heart application of this annotation tool is a REST API built with Django. The API serves as the backend for a Vue front-end and a Python SDK.