Fundamental Machine Learning specialization created by Andrew Ng, a pioneer in AI. Learn key concepts without needing advanced math skills.

About this course

This 3-course specialization is an updated and expanded version of Andrew Ng's legendary Machine Learning course, rated 4.9 out of 5. The program is designed to teach fundamental machine learning concepts without requiring prior math knowledge or heavy programming experience. Unlike the original course, the new specialization strikes the right balance between intuition, coding practice, and mathematical theory to create a simple and effective learning experience. Each lesson begins with a visual representation of machine learning concepts and a high-level explanation of the intuition behind them. You will learn to build models in Python using NumPy and scikit-learn, work with neural networks and decision trees, and apply supervised and unsupervised learning techniques.