Data Science and AI are reshaping every industry. This track takes you from Python fundamentals through advanced machine learning and deep learning. You will master pandas and NumPy for data manipulation, matplotlib and seaborn for visualisation, scikit-learn for traditional ML, TensorFlow and PyTorch for deep learning, and Hugging Face for NLP. Projects include building a recommendation engine, a sentiment analysis system, a computer vision classifier, and a complete end-to-end ML pipeline deployed to production. Every project uses real datasets — not toy examples. The curriculum covers statistics, probability, linear algebra, and the mathematical foundations you need to understand (not just copy-paste) the algorithms you deploy. Capstone: build and deploy a complete ML application that solves a business problem of your choice.

Four steps from enrollment to employment. No fluff, no filler — just focused learning that gets you hired.
Pick the technology path that aligns with your career goals. Not sure? Take our free 5-minute assessment to find your ideal starting point based on your background and interests.
Every module combines video instruction with hands-on coding exercises and real-world projects. You will not just watch — you will build, break, debug, and ship working software from week one.
Submit projects for review by industry professionals. Receive specific, actionable feedback on your code quality, architecture decisions, and best practices. This is where tutorials become real skills.
Build a portfolio of real projects, earn your certificate, and access our career services: resume review, mock interviews, and introductions to our hiring partner network of 200+ companies.
Your future career starts with the first lesson. Enroll now.
Enroll — €189.70