Teaching and learning of probability with the aid of computer simulation software has been developing strongly at the elementary school, junior high school and high school levels. In this article, the authors introduce three probability problems which can be simulated using Python programming language. Some common mistakes made by students when solving these problems are also analyzed. The problems are simulated with increasing sample sizes so that students can observe, analyze, and evaluate how the relative frequency of an event tends to the probability of that event.