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 for itself. This task requires goes beyond data science knowledge and engages lot of software development and DevOps skills. Why should you care about all this?