Deploying Deep Learning Models – Towards Data Science

We humans model the world and use our intelligence to understand the way things work and use that understanding and knowledge to solve difficult and complex problems. Modeling is the process of understanding the "reality", the world around us, but creating a higher level prototype that will describe the things we are seeing, hearing and feeling, but it's a representative thing, not the "actual" or "real" thing. The Model here is created by an AI like a deep learning (DL) algorithm. Ok so you just created a model (let's say a DL model) to solve a business problem, an now you want to have it in production. Going into production can mean something different for each one of you.