3 Credit Hours. This course develops practical and conceptual mastery of modern AI and ML. Students learn how learning algorithms work, how to evaluate them correctly, how to build reliable models, and how to reason about uncertainty, causality, and responsible deployment. The course emphasizes scientific thinking, reproducibility, and interpretability, not just accuracy chasing.