If you've ever trained a beautiful model in a Jupyter notebook, watched the metrics shine, and then realized you have no idea how to actually put it in front of users, congratulations: you've just discovered why MLOps exists. In this series, we are going to walk together from a notebook to a fully deployed, monitored and self-retraining ML system, one tiny step at a time. But before we write any code, let's get the foundations straight So, what is MLOps? MLOps (short for Machine Learning Operations) is the set of practices, tools and culture that lets you ship machine learning models to production reliably and repeatedly .…