Over a little over two years, I have gone from learning to program on Python to building dashboards and pipelines for customers on a slew of machine learning and deep learning problems. When I started my career, I had begun with a job that hired me on my educational strength. My background is in Solid Mechanics and for over five years with an advanced degree to boot, I was learning and constantly applying my foundational knowledge into solving real world problems and partly on fundamental research.
Most often we are stuck with codes sitting in our computer. We would like a simple deployment pipeline that would enable our customers to check our codes, accuracy etc., and give us a quick go, no-go to our POC. In this light it becomes very easy if we can enable our customers to simply test our models from a website.
Creating and deploying web applications have become much easier thanks to Azure. In this article the focus will be on deploying a trained classification model on Azure services. I will not be focussing on the code for the classification model…