Mastering Machine Learning Through Mental Models

Most AI projects fail not because of bad code, but because of a logic gap between the business goal and the machine’s behavior. We are going to bridge that gap using mental models that turn abstract ML concepts into practical tools. By the end of this session, you won’t just understand how AI works – you will know how to manage it, iterate on it, and keep it from ‘overfitting’ to a world that does not exist.