Learn the fundamental concepts of supervised learning in this comprehensive lecture that begins with an engaging badges game before diving into the essential spaces of supervised learning. Explore the instance space, label space, and hypothesis space while understanding their critical roles in machine learning. Discover through practical examples why selecting the appropriate hypothesis space is crucial for successful machine learning implementations. Gain valuable insights into the supervised learning framework that serves as a foundation for more advanced machine learning concepts.