What free resources can beginners use to learn AI?

Beginners can start with free Python tutorials, programming exercises, mathematics lessons and introductory machine learning materials. Official documentation for Python and scikit-learn is useful when you are ready to practise with code. You can also use public datasets to experiment with data analysis and simple prediction tasks. Choose one learning resource at a time instead of switching between many courses. After learning a concept, apply it in a small project. This approach helps you remember what you learn and identify gaps in your understanding. You can supplement your learning with career and degree guidance from MH Cognition.