Mastering statistics in IB Math AI SL starts with understanding data collection and sampling methods. This student guide is written specifically for IB students and is fully aligned with the official IB syllabus. It introduces essential vocabulary, notation, and concepts—including discrete vs. continuous data, populations vs. samples, bias, inference, and the five key sampling methods (simple random, convenience, systematic, quota, and stratified). Unlike a traditional textbook, this guide is