PROGRAM INTRODUCTION
AI Foundations introduced students to the world of Artificial Intelligence, Python, data, and
responsible AI.
The Practitioner pathway now answers a more practical question:
“How do we actually use data to build an AI system?”
Students begin moving from simply understanding AI to building AI solutions.
Throughout this program, students will learn how Machine Learning works, how datasets are
prepared, how models learn patterns, how predictions are evaluated, and how AI can work with
images and text.
Students will also learn an important professional concept:
A good AI solution is not only about getting a prediction. It is about using the
right data, choosing an appropriate model, testing the result, understanding
limitations, and using AI responsibly.