The aim of this study was to focus on the concept of Probability and Statistics learning in senior high schools. A number of textbooks have been referenced and the unclear part or not easy to understand one has been expressed in the simplest way. The part of not easy to remember has also been collected in this study. The main contribution of this study was in Chapter 5. I wish more students can realize the basis of Probability and Statistics for the future learning.