Developing Machine Learning Solutions

Developing Machine Learning Solutions is a free, one-hour course that walks through the machine learning lifecycle end to end — from the data a model learns on, to training, to getting a model into production — and shows which AWS service fits each stage. It covers where machine learning models come from in the first place, how to read the metrics that tell you whether a model is any good, and the main ways a trained model is put to work in production. It closes on the fundamentals of MLOps: the practices that keep model development and deployment repeatable rather than ad hoc. The material is conceptual rather than hands-on, delivered through interactive elements, text, illustrative graphics, and knowledge checks.