Performance testing FastAPI ML APIs with Locust

Performance testing FastAPI ML APIs with Locust

The code that accompanies this article can be received after subscription * indicates required Email Address * MLOps knowledge has become one of the major skills that one machine learning engineer can have. However, putting a machine learning model into production...
Deploying Machine Learning Models – pt. 1: Flask and REST API

Deploying Machine Learning Models – pt. 1: Flask and REST API

In this article, which is the first in the series, we explore how we can prepare a deep learning model for production and deploy it inside of Python Web application. This is just the first step in the long journey. In fact, deployment of Deep Learning models is an art...